Stan Z. Li

Orcid: 0000-0002-2961-8096

Affiliations:
  • Chinese Academy of Sciences, Institute of Automation, Beijing, China
  • Microsoft Research Asia, Beijing, China (2000 - 2004)
  • Nanyang Technological University, Singapore (former)
  • University of Surrey, Guilford, UK (PhD)


According to our database1, Stan Z. Li authored at least 619 papers between 1989 and 2024.

Collaborative distances:

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Bibliography

2024
Enhancing human-like multimodal reasoning: a new challenging dataset and comprehensive framework.
Neural Comput. Appl., November, 2024

Homophily-Enhanced Self-Supervision for Graph Structure Learning: Insights and Directions.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation.
IEEE Trans. Knowl. Data Eng., September, 2024

A Survey on Generative Diffusion Models.
IEEE Trans. Knowl. Data Eng., July, 2024

Beyond Homophily and Homogeneity Assumption: Relation-Based Frequency Adaptive Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

DMT-EV: An Explainable Deep Network for Dimension Reduction.
IEEE Trans. Vis. Comput. Graph., March, 2024

GNN Cleaner: Label Cleaner for Graph Structured Data.
IEEE Trans. Knowl. Data Eng., February, 2024

Surveillance Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2024

Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting.
CoRR, 2024

A Survey on Mixup Augmentations and Beyond.
CoRR, 2024

MetaEnzyme: Meta Pan-Enzyme Learning for Task-Adaptive Redesign.
CoRR, 2024

SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition.
CoRR, 2024

Teach Harder, Learn Poorer: Rethinking Hard Sample Distillation for GNN-to-MLP Knowledge Distillation.
CoRR, 2024

The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges.
CoRR, 2024

BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science.
CoRR, 2024

FoldToken2: Learning compact, invariant and generative protein structure language.
CoRR, 2024

NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics.
CoRR, 2024

CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph.
CoRR, 2024

Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment.
CoRR, 2024

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions.
CoRR, 2024

GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models.
CoRR, 2024

Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning.
CoRR, 2024

UniIF: Unified Molecule Inverse Folding.
CoRR, 2024

Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning.
CoRR, 2024

FoldToken: Learning Protein Language via Vector Quantization and Beyond.
CoRR, 2024

AdaNovo: Adaptive \emph{De Novo} Peptide Sequencing with Conditional Mutual Information.
CoRR, 2024

Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions.
CoRR, 2024

FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics.
CoRR, 2024

Switch EMA: A Free Lunch for Better Flatness and Sharpness.
CoRR, 2024

DCS-Net: Pioneering Leakage-Free Point Cloud Pretraining Framework with Global Insights.
CoRR, 2024

Must: Maximizing Latent Capacity of Spatial Transcriptomics Data.
CoRR, 2024

Graph-level Protein Representation Learning by Structure Knowledge Refinement.
CoRR, 2024

Masked Modeling for Self-supervised Representation Learning on Vision and Beyond.
CoRR, 2024

Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Progressive Multi-Modality Learning for Inverse Protein Folding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

MogaNet: Multi-order Gated Aggregation Network.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SemiReward: A General Reward Model for Semi-supervised Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Deep Manifold Transformation for Protein Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024

MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

General Point Model Pretraining with Autoencoding and Autoregressive.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Deep Clustering and Visualization for End-to-End High-Dimensional Data Analysis.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

MVP-Human Dataset for 3-D Clothed Human Avatar Reconstruction From Multiple Frames.
IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Face Forgery Detection by 3D Decomposition and Composition Search.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Self-Supervised Learning on Graphs: Contrastive, Generative, or Predictive.
IEEE Trans. Knowl. Data Eng., April, 2023

Improving molecular representation learning with metric learning-enhanced optimal transport.
Patterns, April, 2023

UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection.
Neural Networks, April, 2023

FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2023

Beyond 3DMM: Learning to Capture High-Fidelity 3D Face Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Camera-aware representation learning for person re-identification.
Neurocomputing, 2023

MMDesign: Multi-Modality Transfer Learning for Generative Protein Design.
CoRR, 2023

Efficiently Predicting Protein Stability Changes Upon Single-point Mutation with Large Language Models.
CoRR, 2023

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training.
CoRR, 2023

Segment Anything in Defect Detection.
CoRR, 2023

General Point Model with Autoencoding and Autoregressive.
CoRR, 2023

Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction.
CoRR, 2023

Revisiting the Temporal Modeling in Spatio-Temporal Predictive Learning under A Unified View.
CoRR, 2023

VQPL: Vector Quantized Protein Language.
CoRR, 2023

Co-modeling the Sequential and Graphical Routes for Peptide Representation Learning.
CoRR, 2023

Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch.
CoRR, 2023

Random-Walk Metaball-Imaging Discrete Element Lattice Boltzmann Method for 3D Solute Transport in Fluid-Particle Systems with Complex Granular Morphologies.
CoRR, 2023

Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework.
CoRR, 2023

Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding.
CoRR, 2023

Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction?
CoRR, 2023

Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration.
CoRR, 2023

MotifRetro: Exploring the Combinability-Consistency Trade-offs in retrosynthesis via Dynamic Motif Editing.
CoRR, 2023

Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement.
CoRR, 2023

Cross-Gate MLP with Protein Complex Invariant Embedding is A One-Shot Antibody Designer.
CoRR, 2023

InstructBio: A Large-scale Semi-supervised Learning Paradigm for Biochemical Problems.
CoRR, 2023

Lightweight Contrastive Protein Structure-Sequence Transformation.
CoRR, 2023

Roadmap towards Meta-being.
CoRR, 2023

Data-Efficient Protein 3D Geometric Pretraining via Refinement of Diffused Protein Structure Decoy.
CoRR, 2023

PrefixMol: Target- and Chemistry-aware Molecule Design via Prefix Embedding.
CoRR, 2023

Generative Tertiary Structure-based RNA Design.
CoRR, 2023

DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints.
CoRR, 2023

Explaining Graph Neural Networks via Non-parametric Subgraph Matching.
CoRR, 2023

A Survey on Protein Representation Learning: Retrospect and Prospect.
CoRR, 2023

Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions.
Proceedings of the ACM Web Conference 2023, 2023

Learning to Augment Graph Structure for both Homophily and Heterophily Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Target-Aware Molecular Graph Generation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Co-supervised Pre-training of Pocket and Ligand.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Harnessing Hard Mixed Samples with Decoupled Regularizer.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CONVERT: Contrastive Graph Clustering with Reliable Augmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Reinforcement Graph Clustering with Unknown Cluster Number.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Systematic Survey of Chemical Pre-trained Models.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching.
Proceedings of the International Conference on Machine Learning, 2023

Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs.
Proceedings of the International Conference on Machine Learning, 2023

Architecture-Agnostic Masked Image Modeling - From ViT back to CNN.
Proceedings of the International Conference on Machine Learning, 2023

High-dimensional Clustering onto Hamiltonian Cycle.
Proceedings of the International Conference on Machine Learning, 2023

Dink-Net: Neural Clustering on Large Graphs.
Proceedings of the International Conference on Machine Learning, 2023

Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

PiFold: Toward effective and efficient protein inverse folding.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Wordreg: Mitigating the Gap between Training and Inference with Worst-Case Drop Regularization.
Proceedings of the IEEE International Conference on Acoustics, 2023

Global-Context Aware Generative Protein Design.
Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2023

CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DiffMD: A Geometric Diffusion Model for Molecular Dynamics Simulations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Exploring Generative Neural Temporal Point Process.
Trans. Mach. Learn. Res., 2022

Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition.
IEEE Trans. Image Process., 2022

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition.
IEEE Trans. Cybern., 2022

Multi-level disentanglement graph neural network.
Neural Comput. Appl., 2022

Deep manifold embedding of attributed graphs.
Neurocomputing, 2022

RFold: Towards Simple yet Effective RNA Secondary Structure Prediction.
CoRR, 2022

Non-equispaced Fourier Neural Solvers for PDEs.
CoRR, 2022

Federated Learning for Inference at Anytime and Anywhere.
CoRR, 2022

Protein Language Models and Structure Prediction: Connection and Progression.
CoRR, 2022

EVNet: An Explainable Deep Network for Dimension Reduction.
CoRR, 2022

A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application.
CoRR, 2022

SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning.
CoRR, 2022

DiffBP: Generative Diffusion of 3D Molecules for Target Protein Binding.
CoRR, 2022

Efficient Multi-order Gated Aggregation Network.
CoRR, 2022

Leveraging Graph-based Cross-modal Information Fusion for Neural Sign Language Translation.
CoRR, 2022

A Systematic Survey of Molecular Pre-trained Models.
CoRR, 2022

Automated Graph Self-supervised Learning via Multi-teacher Knowledge Distillation.
CoRR, 2022

Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification.
CoRR, 2022

Metaball-Imaging Discrete Element Lattice Boltzmann Method for fluid-particle system of complex morphologies with settling case study.
CoRR, 2022

OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning.
CoRR, 2022

A Survey on Generative Diffusion Model.
CoRR, 2022

What Does the Gradient Tell When Attacking the Graph Structure.
CoRR, 2022

UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection.
CoRR, 2022

DLME: Deep Local-flatness Manifold Embedding.
CoRR, 2022

CoSP: Co-supervised pretraining of pocket and ligand.
CoRR, 2022

Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning.
CoRR, 2022

Architecture-Agnostic Masked Image Modeling - From ViT back to CNN.
CoRR, 2022

Discovering the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions.
CoRR, 2022

MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained Frames.
CoRR, 2022

Generative De Novo Protein Design with Global Context.
CoRR, 2022

A Score-based Geometric Model for Molecular Dynamics Simulations.
CoRR, 2022

Pre-training of Deep Protein Models with Molecular Dynamics Simulations for Drug Binding.
CoRR, 2022

STONet: A Neural-Operator-Driven Spatio-temporal Network.
CoRR, 2022

Decoupled Mixup for Data-efficient Learning.
CoRR, 2022

SemiRetro: Semi-template framework boosts deep retrosynthesis prediction.
CoRR, 2022

A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications.
CoRR, 2022

AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB.
CoRR, 2022

Geo-indistinguishable Mechanisms for Spatial Crowdsourcing via Multi-Objective Evolutionary Optimization.
CoRR, 2022

SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning.
Proceedings of the International Conference on Machine Learning, 2022

OT Cleaner: Label Correction as Optimal Transport.
Proceedings of the IEEE International Conference on Acoustics, 2022

DLME: Deep Local-Flatness Manifold Embedding.
Proceedings of the Computer Vision - ECCV 2022, 2022

CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification.
Proceedings of the Computer Vision - ECCV 2022, 2022

AutoMix: Unveiling the Power of Mixup for Stronger Classifiers.
Proceedings of the Computer Vision, 2022

SimVP: Simpler yet Better Video Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hyperspherical Consistency Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Exploiting Sentiment and Common Sense for Zero-shot Stance Detection.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Are Gradients on Graph Structure Reliable in Gray-box Attacks?
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Exploring Localization for Self-supervised Fine-grained Contrastive Learning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition.
IEEE Trans. Image Process., 2021

Face Anti-Spoofing via Adversarial Cross-Modality Translation.
IEEE Trans. Inf. Forensics Secur., 2021

Decomposed Meta Batch Normalization for Fast Domain Adaptation in Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2021

RefineDet++: Single-Shot Refinement Neural Network for Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Fast Adapting Without Forgetting for Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2021

Special Issue on Face Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci., 2021

RefineFace: Refinement Neural Network for High Performance Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition.
Int. J. Comput. Vis., 2021

Cross-ethnicity face anti-spoofing recognition challenge: A review.
IET Biom., 2021

Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup.
CoRR, 2021

GenURL: A General Framework for Unsupervised Representation Learning.
CoRR, 2021

Extensive Deep Temporal Point Process.
CoRR, 2021

Debiased Graph Contrastive Learning.
CoRR, 2021

Git: Clustering Based on Graph of Intensity Topology.
CoRR, 2021

A Data-driven feature selection and machine-learning model benchmark for the prediction of longitudinal dispersion coefficient.
CoRR, 2021

Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment.
CoRR, 2021

GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction.
CoRR, 2021

An interpretable prediction model for longitudinal dispersion coefficient in natural streams based on evolutionary symbolic regression network.
CoRR, 2021

Self-supervised on Graphs: Contrastive, Generative, or Predictive.
CoRR, 2021

Unsupervised Deep Manifold Attributed Graph Embedding.
CoRR, 2021

AutoMix: Unveiling the Power of Mixup.
CoRR, 2021

Conditional Local Filters with Explainers for Spatio-Temporal Forecasting.
CoRR, 2021

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Invertible Manifold Learning for Dimension Reduction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Co-learning: Learning from Noisy Labels with Self-supervision.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

SADet: Learning An Efficient and Accurate Pedestrian Detector.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Face Forgery Detection by 3D Decomposition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

3D Context-Aware PIFu for Clothed Human Reconstruction.
Proceedings of the Biometric Recognition - 15th Chinese Conference, 2021

2020
Multi-Modal Face Presentation Attack Detection
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01824-4, 2020

WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild.
IEEE Trans. Multim., 2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020

Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection.
IEEE Trans. Inf. Forensics Secur., 2020

Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis.
IEEE Trans. Cybern., 2020

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Out-of-Distribution Detection for Reliable Face Recognition.
IEEE Signal Process. Lett., 2020

An end-to-end exemplar association for unsupervised person Re-identification.
Neural Networks, 2020

LookHops: light multi-order convolution and pooling for graph classification.
CoRR, 2020

Consistent Representation Learning for High Dimensional Data Analysis.
CoRR, 2020

Deep Manifold Computing and Visualization.
CoRR, 2020

Clustering Based on Graph of Density Topology.
CoRR, 2020

Deep Clustering and Representation Learning that Preserves Geometric Structures.
CoRR, 2020

SADet: Learning An Efficient and Accurate Pedestrian Detector.
CoRR, 2020

Markov-Lipschitz Deep Learning.
CoRR, 2020

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review.
CoRR, 2020

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2020

Neighborhood-Aware Attention Network for Semi-supervised Face Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

3DPC-Net: 3D Point Cloud Network for Face Anti-spoofing.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Beyond 3DMM Space: Towards Fine-Grained 3D Face Reconstruction.
Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Fast, Accurate and Stable 3D Dense Face Alignment.
Proceedings of the Computer Vision - ECCV 2020, 2020

Context-Aware Attention Network for Image-Text Retrieval.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Meta Face Recognition in Unseen Domains.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relational Learning for Joint Head and Human Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Region-Based Context Enhanced Network for Robust Multiple Face Alignment.
IEEE Trans. Multim., 2019

Attention-Based Pedestrian Attribute Analysis.
IEEE Trans. Image Process., 2019

Multi-view subspace clustering with intactness-aware similarity.
Pattern Recognit., 2019

Face Alignment in Full Pose Range: A 3D Total Solution.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Faceboxes: A CPU real-time and accurate unconstrained face detector.
Neurocomputing, 2019

Large-Scale Bisample Learning on ID Versus Spot Face Recognition.
Int. J. Comput. Vis., 2019

Single-Shot Scale-Aware Network for Real-Time Face Detection.
Int. J. Comput. Vis., 2019

Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results.
CoRR, 2019

Improved Selective Refinement Network for Face Detection.
CoRR, 2019

Deeply-learned Hybrid Representations for Facial Age Estimation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Clustering and Dynamic Sampling Based Unsupervised Domain Adaptation for Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Unsupervised Graph Association for Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

FLDet: A CPU Real-time Joint Face and Landmark Detector.
Proceedings of the 2019 International Conference on Biometrics, 2019

In Defense of Color Names for Small-Scale Person Re-Identification.
Proceedings of the 2019 International Conference on Biometrics, 2019

Learning Lightweight Face Detector with Knowledge Distillation.
Proceedings of the 2019 International Conference on Biometrics, 2019

Improving Face Anti-Spoofing by 3D Virtual Synthesis.
Proceedings of the 2019 International Conference on Biometrics, 2019

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

AdaptiveFace: Adaptive Margin and Sampling for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Global and Local Spatial-Attention Network for Isolated Gesture Recognition.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

3DMA: A Multi-modality 3D Mask Face Anti-spoofing Database.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Selective Refinement Network for High Performance Face Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Unified Framework for Multi-Modal Isolated Gesture Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning.
IEEE Trans. Multim., 2018

Auxiliary Demographic Information Assisted Age Estimation With Cascaded Structure.
IEEE Trans. Cybern., 2018

Dependence-Aware Feature Coding for Person Re-Identification.
IEEE Signal Process. Lett., 2018

Efficient Group-n Encoding and Decoding for Facial Age Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Detecting Face with Densely Connected Face Proposal Network.
Neurocomputing, 2018

Trends and Controversies.
IEEE Intell. Syst., 2018

CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing.
CoRR, 2018

Large-scale Bisample Learning on ID vs. Spot Face Recognition.
CoRR, 2018

Ensemble Soft-Margin Softmax Loss for Image Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Co-Referenced Subspace Clustering.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Deep Background Subtraction with Guided Learning.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

De-Mark GAN: Removing Dense Watermark with Generative Adversarial Network.
Proceedings of the 2018 International Conference on Biometrics, 2018

Fine-Grained Multi-Attribute Adversarial Learning for Face Generation of Age, Gender and Ethnicity.
Proceedings of the 2018 International Conference on Biometrics, 2018

Large-Scale Isolated Gesture Recognition Using a Refined Fused Model Based on Masked Res-C3D Network and Skeleton LSTM.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Occlusion-Aware R-CNN: Detecting Pedestrians in a Crowd.
Proceedings of the Computer Vision - ECCV 2018, 2018

Single-Shot Refinement Neural Network for Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Single Shot Attention-Based Face Detector.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Face Synthesis for Eyeglass-Robust Face Recognition.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
Cross-Modality Face Recognition via Heterogeneous Joint Bayesian.
IEEE Signal Process. Lett., 2017

Multi-label convolutional neural network based pedestrian attribute classification.
Image Vis. Comput., 2017

S<sup>3</sup>FD: Single Shot Scale-invariant Face Detector.
CoRR, 2017

Learning Efficient Image Representation for Person Re-Identification.
CoRR, 2017

Deep Person Re-Identification with Improved Embedding.
CoRR, 2017

Soft-Margin Softmax for Deep Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

S^3FD: Single Shot Scale-Invariant Face Detector.
Proceedings of the IEEE International Conference on Computer Vision, 2017

FaceBoxes: A CPU real-time face detector with high accuracy.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Deep person re-identification with improved embedding and efficient training.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Exclusivity-Consistency Regularized Multi-view Subspace Clustering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition.
IEEE Trans. Cybern., 2016

Multicamera Joint Video Synopsis.
IEEE Trans. Circuits Syst. Video Technol., 2016

Learning Stacked Image Descriptor for Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2016

Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A Fast and Accurate Unconstrained Face Detector.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Embedding Deep Metric for Person Re-identication A Study Against Large Variations.
CoRR, 2016

Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition.
CoRR, 2016

Message from the Program Chairs.
Proceedings of the International Conference on Biometrics, 2016

Embedding Deep Metric for Person Re-identification: A Study Against Large Variations.
Proceedings of the Computer Vision - ECCV 2016, 2016

Face Alignment Across Large Poses: A 3D Solution.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

CRAFT Objects from Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Learning Discriminative Features with Class Encoder.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Facial Expression Recognition Based on Multi-scale CNNs.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Age Estimation Based on Multi-Region Convolutional Neural Network.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Face Classification: A Specialized Benchmark Study.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Age Estimation Based on a Single Network with Soft Softmax of Aging Modeling.
Proceedings of the Computer Vision - ACCV 2016, 2016

Face Detection by Aggregating Visible Components.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Large Scale Similarity Learning Using Similar Pairs for Person Verification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Skin Texture.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Skin Spectroscopy.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Face Recognition, Near-Infrared.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Heterogeneous Face Biometrics.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Person-Specific Face Antispoofing With Subject Domain Adaptation.
IEEE Trans. Inf. Forensics Secur., 2015

Guest Editorial Special Issue on Biometric Spoofing and Countermeasures.
IEEE Trans. Inf. Forensics Secur., 2015

High-Performance Video Condensation System.
IEEE Trans. Circuits Syst. Video Technol., 2015

Moving Object Detection Revisited: Speed and Robustness.
IEEE Trans. Circuits Syst. Video Technol., 2015

Face recognition using Extended Curvature Gabor classifier bunch.
Pattern Recognit., 2015

Convolutional Channel Features For Pedestrian, Face and Edge Detection.
CoRR, 2015

Constrained Deep Metric Learning for Person Re-identification.
CoRR, 2015

Online Visual Tracking Using Temporally Coherent Part Cluster.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Convolutional Channel Features.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Adaptively Unified Semi-Supervised Dictionary Learning with Active Points.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Multi-label CNN based pedestrian attribute learning for soft biometrics.
Proceedings of the International Conference on Biometrics, 2015

Subspace learning with frequency regularizer: Its application to face recognition.
Proceedings of the International Conference on Biometrics, 2015

Discriminative 3D morphable model fitting.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Shared representation learning for heterogenous face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Fine-grained evaluation on face detection in the wild.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

High-fidelity Pose and Expression Normalization for face recognition in the wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object detection by labeling superpixels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

JOTS: Joint Online Tracking and Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Person re-identification by Local Maximal Occurrence representation and metric learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

2014
Face Anti-spoofing: Multi-spectral Approach.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2014

Robust Online Learned Spatio-Temporal Context Model for Visual Tracking.
IEEE Trans. Image Process., 2014

Robust Deformable and Occluded Object Tracking With Dynamic Graph.
IEEE Trans. Image Process., 2014

Matching NIR Face to VIS Face Using Transduction.
IEEE Trans. Inf. Forensics Secur., 2014

Dynamic Image-to-Class Warping for Occluded Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2014

Learning Discriminant Face Descriptor.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Face detection by structural models.
Image Vis. Comput., 2014

Learning Face Representation from Scratch.
CoRR, 2014

Shared Representation Learning for Heterogeneous Face Recognition.
CoRR, 2014

Deep Metric Learning for Practical Person Re-Identification.
CoRR, 2014

Learn Convolutional Neural Network for Face Anti-Spoofing.
CoRR, 2014

Open-set Person Re-identification.
CoRR, 2014

Joint Dimension Reduction and Metric Learning for Person Re-identification.
CoRR, 2014

Robust 3D Morphable Model Fitting by Sparse SIFT Flow.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Deep Metric Learning for Person Re-identification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Color Models and Weighted Covariance Estimation for Person Re-identification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Local Gradient Order Pattern for Face Representation and Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multi-camera Trajectory Mining: Database and Evaluation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Aggregate channel features for multi-view face detection.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

A benchmark study of large-scale unconstrained face recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Salient Color Names for Person Re-identification.
Proceedings of the Computer Vision - ECCV 2014, 2014

Stacked Deformable Part Model with Shape Regression for Object Part Localization.
Proceedings of the Computer Vision - ECCV 2014, 2014


A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

The Fastest Deformable Part Model for Object Detection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Improve Pedestrian Attribute Classification by Weighted Interactions from Other Attributes.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Age Estimation by Multi-scale Convolutional Network.
Proceedings of the Computer Vision - ACCV 2014, 2014

Adaptive Structural Model for Video Based Pedestrian Detection.
Proceedings of the Computer Vision - ACCV 2014, 2014

Learning Discriminative Hidden Structural Parts for Visual Tracking.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Cross Dataset Person Re-identification.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Prime Discriminant Simplicial Complex.
IEEE Trans. Neural Networks Learn. Syst., 2013

Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching.
IEEE Trans. Image Process., 2013

Partial Face Recognition: Alignment-Free Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Discriminant analysis with Gabor phase feature for robust face recognition.
J. Electronic Imaging, 2013

Dynamics of a mean-shift-like algorithm and its applications on clustering.
Inf. Process. Lett., 2013

Fast Matching by 2 Lines of Code for Large Scale Face Recognition Systems
CoRR, 2013

Pedestrian Attribute Classification in Surveillance: Database and Evaluation.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Separating Specular and Diffuse Reflection Components in the HSI Color Space.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Learn to Combine Multiple Hypotheses for Accurate Face Alignment.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Face liveness detection with component dependent descriptor.
Proceedings of the International Conference on Biometrics, 2013

Real-time high performance deformable model for face detection in the wild.
Proceedings of the International Conference on Biometrics, 2013

Face liveness detection using 3D structure recovered from a single camera.
Proceedings of the International Conference on Biometrics, 2013


Structural models for face detection.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Person-specific face tracking with online recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Towards Pose Robust Face Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Robust Multi-resolution Pedestrian Detection in Traffic Scenes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

The CASIA NIR-VIS 2.0 Face Database.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Exploring Structural Information and Fusing Multiple Features for Person Re-identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Coupled Discriminant Analysis for Heterogeneous Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2012

Regularized Transfer Boosting for Face Detection Across Spectrum.
IEEE Signal Process. Lett., 2012

Fast multi-scale local phase quantization histogram for face recognition.
Pattern Recognit. Lett., 2012

Feature space locality constraint for kernel based nonlinear discriminant analysis.
Pattern Recognit., 2012

Efficient feature selection for linear discriminant analysis and its application to face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Discriminant analysis with Gabor phase for robust face recognition.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

A face antispoofing database with diverse attacks.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Heterogeneous face image matching using multi-scale features.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

An improved coupled spectral regression for heterogeneous face recognition.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Face liveness detection by exploring multiple scenic clues.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Online Spatio-temporal Structural Context Learning for Visual Tracking.
Proceedings of the Computer Vision - ECCV 2012, 2012

Multi-pedestrian detection in crowded scenes: A global view.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Discriminant image filter learning for face recognition with local binary pattern like representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Online content-aware video condensation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Human Age Estimation Using Ranking SVM.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

Water Filling: Unsupervised People Counting via Vertical Kinect Sensor.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Spatio-temporal LBP Based Moving Object Segmentation in Compressed Domain.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Online Multiple Instance Joint Model for Visual Tracking.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

A New Projection Space for Separation of Specular-Diffuse Reflection Components in Color Images.
Proceedings of the Computer Vision, 2012

Learning Discriminant Face Descriptor for Face Recognition.
Proceedings of the Computer Vision, 2012

Structured Visual Tracking with Dynamic Graph.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Biometrics in Video Surveillance.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Face Recognition by Exploring Information Jointly in Space, Scale and Orientation.
IEEE Trans. Image Process., 2011

Contextual constraints based linear discriminant analysis.
Pattern Recognit. Lett., 2011

Facial expression recognition from near-infrared videos.
Image Vis. Comput., 2011

Nearest Prime Simplicial Complex for Object Recognition
CoRR, 2011

Detecting individual in crowd with moving feature's structure consistency.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

A surveillance video analysis and storage scheme for scalable synopsis browsing.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Low-resolution face recognition via Simultaneous Discriminant Analysis.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

A robust eye localization method for low quality face images.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Towards incremental and large scale face recognition.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011


Face liveness detection by learning multispectral reflectance distributions.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Learning sparse feature for eyeglasses problem in face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Local frequency descriptor for low-resolution face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Face Recognition Using Near Infrared Images.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

Face Detection.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

Introduction.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
3D Modeling of Faces from Near Infrared Images Using Statistical Learning.
Int. J. Pattern Recognit. Artif. Intell., 2010

Moving Cast Shadow Removal Based on Local Descriptors.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Online Principal Background Selection for Video Synopsis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Modeling pixel process with scale invariant local patterns for background subtraction in complex scenes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Markov Random Field Modeling in Image Analysis.
Advances in Pattern Recognition, Springer, ISBN: 978-1-84800-279-1, 2009

Skin Texture.
Proceedings of the Encyclopedia of Biometrics, 2009

Skin Spectroscopy.
Proceedings of the Encyclopedia of Biometrics, 2009

Face Recognition, Near-Infrared.
Proceedings of the Encyclopedia of Biometrics, 2009

Heterogeneous Face Biometrics.
Proceedings of the Encyclopedia of Biometrics, 2009

Perturbation LDA: Learning the difference between the class empirical mean and its expectation.
Pattern Recognit., 2009

Automatic 3D face recognition from depth and intensity Gabor features.
Pattern Recognit., 2009

Nonnegative Matrix Factorization with Gibbs Random Field modeling.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Stepwise Correlation metric based Discriminant Analysis and multi-probe images fusion for face recognition.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Partial Face Matching between Near Infrared and Visual Images in MBGC Portal Challenge.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Automatic Partial Face Alignment in NIR Video Sequences.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

An Analysis-by-Synthesis Method for Heterogeneous Face Biometrics.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Bayesian Face Recognition Based on Markov Random Field Modeling.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Heterogeneous Face Recognition from Local Structures of Normalized Appearance.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Dynamic Texture Based Gait Recognition.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Near Infrared Face Based Biometric Key Binding.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Learning semantic scene models by object classification and trajectory clustering.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Stochastic gradient kernel density mode-seeking.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Adaptive object classification in surveillance system by exploiting scene context.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

The HFB Face Database for Heterogeneous Face Biometrics research.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Coupled Spectral Regression for matching heterogeneous faces.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Learning mappings for face synthesis from near infrared to visual light images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Biometrics at a Distance: Issues, Challenges, and Prospects.
Proceedings of the Handbook of Remote Biometrics, 2009

Face Recognition at a Distance: System Issues.
Proceedings of the Handbook of Remote Biometrics, 2009

2008
Nearest feature line.
Scholarpedia, 2008

1D-LDA vs. 2D-LDA: When is vector-based linear discriminant analysis better than matrix-based?
Pattern Recognit., 2008

A set theoretical method for video synopsis.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Facial expression recognition from near-infrared video sequences.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2D-3D face matching using CCA.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Gabor volume based local binary pattern for face representation and recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Regularized active shape model for shape alignment.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Normalized LDA for semi-supervised learning.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Face shape recovery from a single image using CCA mapping between tensor spaces.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Illumination Invariant Face Recognition Using Near-Infrared Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

On Constrained Sparse Matrix Factorization.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Half Quadratic Analysis for Mean Shift: with Extension to A Sequential Data Mode-Seeking Method.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Feature Correlation Filter for Face Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Fusion of Near Infrared Face and Iris Biometrics.
Proceedings of the Advances in Biometrics, International Conference, 2007

Face Detection Based on Multi-Block LBP Representation.
Proceedings of the Advances in Biometrics, International Conference, 2007

Outdoor Face Recognition Using Enhanced Near Infrared Imaging.
Proceedings of the Advances in Biometrics, International Conference, 2007

Face Matching Between Near Infrared and Visible Light Images.
Proceedings of the Advances in Biometrics, International Conference, 2007

Tracking and Recognition of Multiple Faces at Distances.
Proceedings of the Advances in Biometrics, International Conference, 2007

Learning Multi-scale Block Local Binary Patterns for Face Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Face Recognition with Local Gabor Textons.
Proceedings of the Advances in Biometrics, International Conference, 2007

Face Recognition by Discriminant Analysis with Gabor Tensor Representation.
Proceedings of the Advances in Biometrics, International Conference, 2007

Standardization of Face Image Sample Quality.
Proceedings of the Advances in Biometrics, International Conference, 2007

Real-time Object Classification in Video Surveillance Based on Appearance Learning.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Part-based Face Recognition Using Near Infrared Images.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Structured Ordinal Features for Appearance-Based Object Representation.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Learning Personal Specific Facial Dynamics for Face Recognition from Videos.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Color Constancy Via Convex Kernel Optimization.
Proceedings of the Computer Vision, 2007

Coarse-to-Fine Statistical Shape Model by Bayesian Inference.
Proceedings of the Computer Vision, 2007

Learning Gabor Magnitude Features for Palmprint Recognition.
Proceedings of the Computer Vision, 2007

2006
Ensemble-based discriminant learning with boosting for face recognition.
IEEE Trans. Neural Networks, 2006

Face Recognition Using Ordinal Features.
Proceedings of the Advances in Biometrics, International Conference, 2006

Highly Accurate and Fast Face Recognition Using Near Infrared Images.
Proceedings of the Advances in Biometrics, International Conference, 2006

Reliable and Fast Tracking of Faces under Varying Pose.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

A Near-infrared Image Based Face Recognition System.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Learning Effective Intrinsic Features to Boost 3D-Based Face Recognition.
Proceedings of the Computer Vision, 2006

A Random Field Model for Improved Feature Extraction and Tracking.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Learning Feature Extraction and Classification for Tracking Multiple Objects: A Unified Framework.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Learning multiview face subspaces and facial pose estimation using independent component analysis.
IEEE Trans. Image Process., 2005

Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Automated Feature Points Management for Video Mosaic Construction.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

Geometrical Probability Covering Algorithm.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Real-Time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Ordinal Palmprint Represention for Personal Identification.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Jensen-Shannon Boosting Learning for Object Recognition.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Learning to Fuse 3D+2D Based Face Recognition at Both Feature and Decision Levels.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
FloatBoost Learning and Statistical Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Shape and texture preserved non-photorealistic rendering.
Comput. Animat. Virtual Worlds, 2004

Boosting Local Binary Pattern (LBP)-Based Face Recognition.
Proceedings of the Advances in Biometric Person Authentication, 2004

Face Recognition: Technical Challenges and Research Directions.
Proceedings of the Advances in Biometric Person Authentication, 2004

Optimal Shape Space and Searching in ASM Based Face Alignment.
Proceedings of the Advances in Biometric Person Authentication, 2004

Real-time and accurate segmentation of moving objects in dynamic scene.
Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, 2004

Real-Time Face Detection Using Boosting in Hierarchical Feature Spaces.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Nearest Intra-Class Space Classifier for Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Self quotient image for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Multiple layer based background maintenance in complex environment.
Proceedings of the Third International Conference on Image and Graphics, 2004

Color based grayscale-fused image enhancement algorithm for video surveillance.
Proceedings of the Third International Conference on Image and Graphics, 2004

Shape localization based on statistical method using extended local binary pattern.
Proceedings of the Third International Conference on Image and Graphics, 2004

Subspace Analysis and Optimization for AAM Based Face Alignment.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Nearest Manifold Approach for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Face Recognition Using Ada-Boosted Gabor Features.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Face Recognition under Varying Lighting Conditions Using Self Quotient Image.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Null Space-based Kernel Fisher Discriminant Analysis for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Evaluation of Face Alignment Solutions Using Statistical Learning.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Face Alignment Under Variable Illumination.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Null Space Approach of Fisher Discriminant Analysis for Face Recognition.
Proceedings of the Biometric Authentication, 2004

Statistical Learning of Evaluation Function for ASM/AAM Image Alignment.
Proceedings of the Biometric Authentication, 2004

Boosting Local Feature Based Classifiers for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Generalized Quotient Image.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Learning with Cascade for Classification of Non-Convex Manifolds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Content-based audio classification and retrieval by support vector machines.
IEEE Trans. Neural Networks, 2003

Relevance feedback in content-based image retrieval: Bayesian framework, feature subspaces, and progressive learning.
IEEE Trans. Image Process., 2003

Bayesian shape model for facial feature extraction and recognition.
Pattern Recognit., 2003

Content-based audio classification and segmentation by using support vector machines.
Multim. Syst., 2003

Face alignment using texture-constrained active shape models.
Image Vis. Comput., 2003

Face alignment using view-based direct appearance models.
Int. J. Imaging Syst. Technol., 2003

Learning to boost GMM based speaker verification.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Face Alignment Using Statistical Models and Wavelet Features.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Illumination Modeling and Normalization for Face Recognition.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

Multi-Modal Face Tracking Using Bayesian Network.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
AI-EigenSnake: an affine-invariant deformable contour model for object matching.
Image Vis. Comput., 2002

Multi-View Face Detection with FloatBoost.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

FloatBoost Learning for Classification.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Audio textures.
Proceedings of the IEEE International Conference on Acoustics, 2002

A novel Bayesian shape model for facial feature extraction.
Proceedings of the Seventh International Conference on Control, 2002

Real-Time Multi-View Face Detection.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Multi-View Face Alignment Using Direct Appearance Models.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Multi-View Face Pose Estimation Based on Supervised ISA Learning.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Statistical Learning of Multi-view Face Detection.
Proceedings of the Computer Vision, 2002

2001
Support vector machines for face recognition.
Image Vis. Comput., 2001

Rule mining with prior knowledge - a belief networks approach.
Intell. Data Anal., 2001

Extraction of feature subspaces for content-based retrieval using relevance feedback.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Analysis of speaker variability.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Content-Based Audio Segmentation Content-Based Audio Segmentation.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Boosting For Content-Based Audio Classification And Retrieval: An Evaluation.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Facial feature extraction and image warping using PCA based statistic model.
Proceedings of the 2001 International Conference on Image Processing, 2001

Learning Low Dimensional Invariant Signature of 3-D Object under Varying View and Illumination from 2-D Appearances.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

View-Based Clustering of Object Appearances Based on Independent Subspace Analysis.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Pairwise Face Recognition.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Content-based retrieval of video shot using the-improved nearest feature line method.
Proceedings of the IEEE International Conference on Acoustics, 2001

Learning topographic representation for multi-view image patterns.
Proceedings of the IEEE International Conference on Acoustics, 2001

Distance-from-boundary as a metric for texture image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2001

Learning Spatially Localized, Parts-Based Representation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Direct Appearance Models.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Learning Probabilistic Distribution Model for Multi-View Face Detection.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Learning Representative Local Features for Face Detection.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Roof-edge preserving image smoothing based on MRFs.
IEEE Trans. Image Process., 2000

Recognizing multiple overlapping objects in image: an optimal formulation.
IEEE Trans. Image Process., 2000

Content-based audio classification and retrieval using the nearest feature line method.
IEEE Trans. Speech Audio Process., 2000

MRF parameter estimation by MCMC method.
Pattern Recognit., 2000

Toward global solution to MAP image restoration and segmentation: using common structure of local minima.
Pattern Recognit., 2000

Performance Evaluation of the Nearest Feature Line Method in Image Classification and Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Key-frame extraction and shot retrieval using nearest feature line (NFL).
Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30, 2000

A Theoretical Justification of Nearest Feature Line Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Efficient Object Matching Using Affine-Invariant Deformable Contour.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Combining Feature Optimization into Neural Network Based Face Detection.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Face Recognition Based on Multiple Facial Features.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Face Recognition by Support Vector Machines.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Learning Similarity for Texture Image Retrieval.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Rule Mining via Learning Belief Networks.
Proceedings of the Artificial Intelligence and Soft Computing, July 24-26, 2000, Banff, 2000

1999
Face recognition using the nearest feature line method.
IEEE Trans. Neural Networks, 1999

Modeling Bayesian Estimation for Deformable Contours.
Proceedings of the International Conference on Computer Vision, 1999

1998
MAP image restoration and segmentation by constrained optimization.
IEEE Trans. Image Process., 1998

Relaxation labeling using augmented lagrange-hopfield method.
Pattern Recognit., 1998

Close-Form Solution and Parameter Selection for Convex Minimization-Based Edge-Preserving Smoothing.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Robust Estimation of Rotation Angles from Image Sequences Using the Annealing M-Estimator.
J. Math. Imaging Vis., 1998

Texture classification using wavelet decomposition with Markov random field models.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Hierarchical linear combinations for face recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Generalizing Capacity of Face Database for Face Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

A Two-Stage Probabilistic Approach for Object Recognition.
Proceedings of the Computer Vision, 1998

Face Recognition Based on Nearest Linear Combinations.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Model-Based Active Object Recognition Using MRF Matching and Sensor Planning.
Proceedings of the Computer Vision, 1998

Edge-Preserving Smoothing by Convex Minimization.
Proceedings of the Computer Vision, 1998

1997
Invariant representation, matching and pose estimation of 3D space curves under similarity transformations.
Pattern Recognit., 1997

Minimization of MRF Energy with Relaxation Labeling.
J. Math. Imaging Vis., 1997

Parameter Estimation for Optimal Object Recognition: Theory and Application.
Int. J. Comput. Vis., 1997

Document segmentation and classification with top-down approach.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997

Toward Global Solution to MAP Image Estimation: Using Common Structure of Local Solutions.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

1996
Improving convergence and solution quality of Hopfield-type neural networks with augmented Lagrange multipliers.
IEEE Trans. Neural Networks, 1996

Robustizing robust M-estimation using deterministic annealing.
Pattern Recognit., 1996

A Fast and Robust Approach for Document Segmentation and Classification.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Bayesian image restoration and segmentation by constrained optimizatio.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
On Discontinuity-Adaptive Smoothness Priors in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Discontinuous MRF prior and robust statistics: a comparative study.
Image Vis. Comput., 1995

Adaptive sampling and mesh generation.
Comput. Aided Des., 1995

Convex MRF potential functions.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Parallel Distributed Relaxation Labeling.
Proceedings of the Recent Developments in Computer Vision, 1995

Markov Random Field Modeling in Computer Vision.
Computer Science Workbench, Springer, ISBN: 978-4-431-66933-3, 1995

1994
A Statistically Unbiased Method for Computing the Rotation Angles from Image Sequences.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994

Visual Control of a Robot Head.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994

Relaxation labeling of Markov random fields.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Solving the Bas-relief Ambiguity.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Markov Random Field Models in Computer Vision.
Proceedings of the Computer Vision, 1994

A Markov random field model for object matching under contextual constraints.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1992
Matching: Invariant to translations, rotations and scale changes.
Pattern Recognit., 1992

Object recognition from range data prior to segmentation.
Image Vis. Comput., 1992

Toward 3D vision from range images: An optimization framework and parallel networks.
CVGIP Image Underst., 1992

Matching and Recognition of Road Networks from Aerial Images.
Proceedings of the Computer Vision, 1992

1990
Invariant surface segmentation through energy minimization with discontinuities.
Int. J. Comput. Vis., 1990

Reconstruction without discontinuities.
Proceedings of the Third International Conference on Computer Vision, 1990

1989
3D Object Recognition from Range Images: Computational Framwork and Neural Networks.
Proceedings of the Intelligent Autonomous Systems 2, 1989


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