Tiejun Huang

Orcid: 0000-0002-4234-6099

Affiliations:
  • Peking University, School of Electronics Engineering and Computer Science, Beijing, China
  • Huazhong University of Science and Technology, Wuhan, China (PhD 1998)


According to our database1, Tiejun Huang authored at least 428 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Hybrid All-in-Focus Imaging From Neuromorphic Focal Stack.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Light Flickering Guided Reflection Removal.
Int. J. Comput. Vis., September, 2024

Converting Artificial Neural Networks to Ultralow-Latency Spiking Neural Networks for Action Recognition.
IEEE Trans. Cogn. Dev. Syst., August, 2024

Spike Camera Image Reconstruction Using Deep Spiking Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., June, 2024

GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation.
IEEE Trans. Multim., 2024

Learning a Deep Demosaicing Network for Spike Camera With Color Filter Array.
IEEE Trans. Image Process., 2024

Comprehensive Online Training and Deployment for Spiking Neural Networks.
CoRR, 2024

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.
CoRR, 2024

Discovering Long-Term Effects on Parameter Efficient Fine-tuning.
CoRR, 2024

Multimodal Large Language Models for Bioimage Analysis.
CoRR, 2024

A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific Fitting.
CoRR, 2024

SpikeGS: Reconstruct 3D scene via fast-moving bio-inspired sensors.
CoRR, 2024

MLVU: A Comprehensive Benchmark for Multi-Task Long Video Understanding.
CoRR, 2024

SpikeMM: Flexi-Magnification of High-Speed Micro-Motions.
CoRR, 2024

Implicit Neural Image Field for Biological Microscopy Image Compression.
CoRR, 2024

SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera.
CoRR, 2024

M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.
CoRR, 2024

SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams.
CoRR, 2024

Noisy Spiking Actor Network for Exploration.
CoRR, 2024

Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability.
CoRR, 2024

Efficient Multimodal Learning from Data-centric Perspective.
CoRR, 2024

LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model.
CoRR, 2024

Learning to Robustly Reconstruct Low-light Dynamic Scenes from Spike Streams.
CoRR, 2024

Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning.
CoRR, 2024

Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Real-time Parameter Evaluation of High-speed Microfluidic Droplets using Continuous Spike Streams.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Towards High-performance Spiking Transformers from ANN to SNN Conversion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PRTGS: Precomputed Radiance Transfer of Gaussian Splats for Real-Time High-Quality Relighting.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Enhancing Adversarial Robustness in SNNs with Sparse Gradients.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Robust Stable Spiking Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

SCSim: A Realistic Spike Cameras Simulator.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Spike-NeRF: Neural Radiance Field Based On Spike Camera.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Online Stabilization of Spiking Neural Networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Threaten Spiking Neural Networks through Combining Rate and Temporal Information.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Region-Native Visual Tokenization.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning to Robustly Reconstruct Dynamic Scenes from Low-Light Spike Streams.
Proceedings of the Computer Vision - ECCV 2024, 2024

Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Intensity-Robust Autofocus for Spike Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Large-scale Dataset Pruning with Dynamic Uncertainty.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Super-Resolution Reconstruction from Bayer-Pattern Spike Streams.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Joint Demosaicing and Denoising for Spike Camera.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Improving Multispike Learning With Plastic Synaptic Delays.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

NeuroZoom: Denoising and Super Resolving Neuromorphic Events and Spikes.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Visual information processing through the interplay between fine and coarse signal pathways.
Neural Networks, September, 2023

PS-Net: human perception-guided segmentation network for EM cell membrane.
Bioinform., August, 2023

Capture the Moment: High-Speed Imaging With Spiking Cameras Through Short-Term Plasticity.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Asynchronous Spatiotemporal Spike Metric for Event Cameras.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

AMSA: Adaptive Multimodal Learning for Sentiment Analysis.
ACM Trans. Multim. Comput. Commun. Appl., 2023

A Residual Learning Approach to Deblur and Generate High Frame Rate Video With an Event Camera.
IEEE Trans. Multim., 2023

Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning.
IEEE Trans. Image Process., 2023

Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream.
IEEE Trans. Circuits Syst. Video Technol., 2023

Driver Emotion Recognition With a Hybrid Attentional Multimodal Fusion Framework.
IEEE Trans. Affect. Comput., 2023

Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Heuristic Tree-Partition-Based Parallel Method for Biophysically Detailed Neuron Simulation.
Neural Comput., 2023

SegVol: Universal and Interactive Volumetric Medical Image Segmentation.
CoRR, 2023

SVIT: Scaling up Visual Instruction Tuning.
CoRR, 2023

Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views.
CoRR, 2023

Pushing the Limits of 3D Shape Generation at Scale.
CoRR, 2023

Spike timing reshapes robustness against attacks in spiking neural networks.
CoRR, 2023

Spike Stream Denoising via Spike Camera Simulation.
CoRR, 2023

Exploring Asymmetric Tunable Blind-Spots for Self-supervised Denoising in Real-World Scenarios.
CoRR, 2023

SpikeCV: Open a Continuous Computer Vision Era.
CoRR, 2023

CLIP4MC: An RL-Friendly Vision-Language Model for Minecraft.
CoRR, 2023

Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation.
CoRR, 2023

When Visible Light (Backscatter) Communication Meets Neuromorphic Cameras in V2X.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Recognizing High-Speed Moving Objects with Spike Camera.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

HumVis: Human-Centric Visual Analysis System.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Optimization-Inspired Deep Network for Image Restoration from Partial Random Samples.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

MUVA: A New Large-Scale Benchmark for Multi-view Amodal Instance Segmentation in the Shopping Scenario.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

1000 FPS HDR Video with a Spike-RGB Hybrid Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning to Super-resolve Dynamic Scenes for Neuromorphic Spike Camera.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

SVFI: Spiking-Based Video Frame Interpolation for High-Speed Motion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Reducing ANN-SNN Conversion Error through Residual Membrane Potential.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection.
IEEE Trans. Multim., 2022

GraphReg: Dynamical Point Cloud Registration With Geometry-Aware Graph Signal Processing.
IEEE Trans. Image Process., 2022

Asynchronous Spatio-Temporal Memory Network for Continuous Event-Based Object Detection.
IEEE Trans. Image Process., 2022

Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks.
IEEE Trans. Cybern., 2022

Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2022

MRDFlow: Unsupervised Optical Flow Estimation Network With Multi-Scale Recurrent Decoder.
IEEE Trans. Circuits Syst. Video Technol., 2022

Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike Camera.
IEEE Trans. Computational Imaging, 2022

Representing the dynamics of high-dimensional data with non-redundant wavelets.
Patterns, 2022

BDCN: Bi-Directional Cascade Network for Perceptual Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Neural feedback facilitates rough-to-fine information retrieval.
Neural Networks, 2022

An FPGA Accelerator for High-Speed Moving Objects Detection and Tracking With a Spike Camera.
Neural Comput., 2022

Decoding Pixel-Level Image Features From Two-Photon Calcium Signals of Macaque Visual Cortex.
Neural Comput., 2022

Towards a New Paradigm for Brain-inspired Computer Vision.
Int. J. Autom. Comput., 2022

Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches.
Int. J. Autom. Comput., 2022

U-RISC: An Annotated Ultra-High-Resolution Electron Microscopy Dataset Challenging the Existing Deep Learning Algorithms.
Frontiers Comput. Neurosci., 2022

A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels.
Frontiers Comput. Neurosci., 2022

Multi-Agent Sequential Decision-Making via Communication.
CoRR, 2022

Uncertainty Guided Depth Fusion for Spike Camera.
CoRR, 2022

Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer.
CoRR, 2022

Annotation Efficient Person Re-Identification with Diverse Cluster-Based Pair Selection.
CoRR, 2022

Deep Reinforcement Learning with Spiking Q-learning.
CoRR, 2022

1000x Faster Camera and Machine Vision with Ordinary Devices.
CoRR, 2022

A Robust Visual Sampling Model Inspired by Receptive Field.
CoRR, 2022

Evolution of AVS video coding standards: twenty years of innovation and development.
Sci. China Inf. Sci., 2022

Spike Signal Reconstruction Based on Inter-Spike Similarity.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

High-Speed Scene Reconstruction from Low-Light Spike Streams.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Training Spiking Neural Networks with Event-driven Backpropagation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Temporal Effective Batch Normalization in Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Optical Flow from Continuous Spike Streams.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SpikingSIM: A Bio-Inspired Spiking Simulator.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

Temporal Up-Sampling for Asynchronous Events.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Learning Stereo Depth Estimation with Bio-Inspired Spike Cameras.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

3D Residual Interpolation for Spike Camera Demosaicing.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Transformer-Based Domain Adaptation for Event Data Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

Modeling The Detection Capability Of High-Speed Spiking Cameras.
Proceedings of the IEEE International Conference on Acoustics, 2022

Spike Transformer: Monocular Depth Estimation for Spiking Camera.
Proceedings of the Computer Vision - ECCV 2022, 2022

2D Amodal Instance Segmentation Guided by 3D Shape Prior.
Proceedings of the Computer Vision - ECCV 2022, 2022

Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Optical Flow Estimation for Spiking Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Event-based Video Reconstruction via Potential-assisted Spiking Neural Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Retinomorphic Object Detection in Asynchronous Visual Streams.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Optimized Potential Initialization for Low-Latency Spiking Neural Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Hybrid Coding of Spatiotemporal Spike Data for a Bio-Inspired Camera.
IEEE Trans. Circuits Syst. Video Technol., 2021

Digital Retina: A Way to Make the City Brain More Efficient by Visual Coding.
IEEE Trans. Circuits Syst. Video Technol., 2021

Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks.
Patterns, 2021

A brain-inspired computational model for spatio-temporal information processing.
Neural Networks, 2021

SCFlow: Optical Flow Estimation for Spiking Camera.
CoRR, 2021

Spike-based Residual Blocks.
CoRR, 2021

Deep Residual Learning in Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Pruning of Deep Spiking Neural Networks through Gradient Rewiring.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Generate And Adjust: A Novel Framework For Semi-Supervised Pedestrian Attribute Recognition.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Recover The Residual Of Residual: Recurrent Residual Refinement Network For Image Super-Resolution.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Super Resolve Dynamic Scene from Continuous Spike Streams.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Allocating DNN Layers Computation Between Front-End Devices and The Cloud Server for Video Big Data Processing.
Proceedings of the IEEE International Conference on Acoustics, 2021

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spk2ImgNet: Learning To Reconstruct Dynamic Scene From Continuous Spike Stream.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Compressed Image Restoration via Artifacts-Free PCA Basis Learning and Adaptive Sparse Modeling.
IEEE Trans. Image Process., 2020

Multi-Scale Temporal Cues Learning for Video Person Re-Identification.
IEEE Trans. Image Process., 2020

Perceptual Temporal Incoherence-Guided Stereo Video Retargeting.
IEEE Trans. Image Process., 2020

Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics.
IEEE Trans. Image Process., 2020

Joint Coding of Local and Global Deep Features in Videos for Visual Search.
IEEE Trans. Image Process., 2020

CDbin: Compact Discriminative Binary Descriptor Learned With Efficient Neural Network.
IEEE Trans. Circuits Syst. Video Technol., 2020

Using Hardware Ray Transforms to Accelerate Ray/Primitive Intersections for Long, Thin Primitive Types.
Proc. ACM Comput. Graph. Interact. Tech., 2020

Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation.
Neural Networks, 2020

Reconstruction of natural visual scenes from neural spikes with deep neural networks.
Neural Networks, 2020

E<sup>2</sup>BoWs: An end-to-end Bag-of-Words model via deep convolutional neural network for image retrieval.
Neurocomputing, 2020

Excitation-Inhibition Balanced Neural Networks for Fast Signal Detection.
Frontiers Comput. Neurosci., 2020

Unsupervised Few-Shot Feature Learning via Self-Supervised Training.
Frontiers Comput. Neurosci., 2020

Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation.
CoRR, 2020

Vision at A Glance: Interplay between Fine and Coarse Information Processing Pathways.
CoRR, 2020

Kernel Quantization for Efficient Network Compression.
CoRR, 2020

Learning to Deblur and Generate High Frame Rate Video with an Event Camera.
CoRR, 2020

Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Optical Flow Estimation Between Images of Different Resolutions via Variational Method.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Motion Estimation for Spike Camera Data Sequence via Spike Interval Analysis.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Individually Inferred Communication for Multi-Agent Cooperation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Anonymous Model Pruning for Compressing Deep Neural Networks.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

End-Edge-Cloud Collaborative System: A Video Big Data Processing and Analysis Architecture.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

High-Speed Motion Scene Reconstruction for Spike Camera via Motion Aligned Filtering.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Graph Convolutional Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

An Attention-Driven Two-Stage Clustering Method for Unsupervised Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Open Set Network with Discriminative Reciprocal Points.
Proceedings of the Computer Vision - ECCV 2020, 2020

Binary Representation and High Efficient Compression of 3D CNN Features for Action Recognition.
Proceedings of the Data Compression Conference, 2020

Retina-Like Visual Image Reconstruction via Spiking Neural Model.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Neuromorphic Camera Guided High Dynamic Range Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Multiscale video sequence matching for near-duplicate detection and retrieval.
Multim. Tools Appl., 2019

Robust estimation for image noise based on eigenvalue distributions of large sample covariance matrices.
J. Vis. Commun. Image Represent., 2019

Toward Knowledge as a Service Over Networks: A Deep Learning Model Communication Paradigm.
IEEE J. Sel. Areas Commun., 2019

Guest Editorial Special Issue on IoT on the Move: Enabling Technologies and Driving Applications for Internet of Intelligent Vehicles (IoIV).
IEEE Internet Things J., 2019

Spike Coding for Dynamic Vision Sensor in Intelligent Driving.
IEEE Internet Things J., 2019

Residual-Based Post-Processing for HEVC.
IEEE Multim., 2019

Compact Descriptors for Video Analysis: The Emerging MPEG Standard.
IEEE Multim., 2019

Unsupervised Few-shot Learning via Self-supervised Training.
CoRR, 2019

Spatiotemporal Information Processing with a Reservoir Decision-making Network.
CoRR, 2019

P-ODN: Prototype based Open Deep Network for Open Set Recognition.
CoRR, 2019

Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks.
CoRR, 2019

Skeleton-Based 3D Object Retrieval Using Retina-Like Feature Descriptor.
IEEE Access, 2019

3D Human Skeleton Data Compression for Action Recognition.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Excitation-Inhibition Balanced Spiking Neural Networks for Fast Information Processing.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fine-granularity ownership identification of multimedia content components: a mechanism for smart media streaming.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

A Retina-Inspired Sampling Method for Visual Texture Reconstruction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Learning a Deep Convolutional Network for Subband Image Denoising.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Event-Based Vision Enhanced: A Joint Detection Framework in Autonomous Driving.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Spike Coding: Towards Lossy Compression for Dynamic Vision Sensor.
Proceedings of the Data Compression Conference, 2019

An Efficient Coding Method for Spike Camera Using Inter-Spike Intervals.
Proceedings of the Data Compression Conference, 2019

Pyramid Convolutional Network for Single Image Deraining.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Bi-Directional Cascade Network for Perceptual Edge Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Scale 3D Convolution Network for Video Based Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching.
IEEE Trans. Multim., 2018

Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing.
IEEE Trans. Image Process., 2018

Learning Affective Features With a Hybrid Deep Model for Audio-Visual Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2018

MPEG Internet Video Coding Standard and Its Performance Evaluation.
IEEE Trans. Circuits Syst. Video Technol., 2018

Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems.
IEEE Trans. Cogn. Dev. Syst., 2018

Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

PA-Search: Predicting units adaptive motion search for surveillance video coding.
Comput. Vis. Image Underst., 2018

Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization.
CoRR, 2018

Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits.
CoRR, 2018

A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina.
CoRR, 2018

The future of artificial intelligence in China.
Commun. ACM, 2018

Implementation of Bayesian Inference In Distributed Neural Networks.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Cross-Domain Adversarial Feature Learning for Sketch Re-identification.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Perceptual Temporal Incoherence Aware Stereo Video Retargeting.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

From Data to Knowledge: Deep Learning Model Compression, Transmission and Communication.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning, Storing, and Disentangling Correlated Patterns in Neural Networks.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Neural Information Processing in Hierarchical Prototypical Networks.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Temporal Attentive Network for Action Recognition.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Compressed Image Restoration via External-Image Assisted Band Adaptive PCA Model Learning.
Proceedings of the 2018 Data Compression Conference, 2018

Spike Coding for Dynamic Vision Sensors.
Proceedings of the 2018 Data Compression Conference, 2018

Depth-Aware Stereo Video Retargeting.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2017

Sequential Deep Trajectory Descriptor for Action Recognition With Three-Stream CNN.
IEEE Trans. Multim., 2017

HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval.
IEEE Trans. Multim., 2017

Active Sampling Exploiting Reliable Informativeness for Subjective Image Quality Assessment Based on Pairwise Comparison.
IEEE Trans. Multim., 2017

Rate-Performance-Loss Optimization for Inter-Frame Deep Feature Coding From Videos.
IEEE Trans. Image Process., 2017

Towards human-like and transhuman perception in AI 2.0: a review.
Frontiers Inf. Technol. Electron. Eng., 2017

Cross-media analysis and reasoning: advances and directions.
Frontiers Inf. Technol. Electron. Eng., 2017

Imitating the brain with neurocomputer a "new" way towards artificial general intelligence.
Int. J. Autom. Comput., 2017

E$^2$BoWs: An End-to-End Bag-of-Words Model via Deep Convolutional Neural Network.
CoRR, 2017

Fast MPEG-CDVS Encoder with GPU-CPU Hybrid Computing.
CoRR, 2017

Incorporating Intra-Class Variance to Fine-Grained Visual Recognition.
CoRR, 2017

From Part to Whole: Who is Behind the Painting?
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A fast skip and direction adaptive search algorithm for Sub-Pixel Motion Estimation on HEVC.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Improving object detection with region similarity learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Incorporating intra-class variance to fine-grained visual recognition.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A Multi-Block N-ary trie structure for exact r-neighbour search in hamming space.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep regional feature pooling for video matching.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exploiting Multi-grain Ranking Constraints for Precisely Searching Visually-similar Vehicles.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Long-Term Dependencies for Action Recognition with a Biologically-Inspired Deep Network.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Compact Deep Invariant Descriptors for Video Retrieval.
Proceedings of the 2017 Data Compression Conference, 2017

Spike Camera and Its Coding Methods.
Proceedings of the 2017 Data Compression Conference, 2017

Image Saliency Analysis Based on Retina Simulation.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Overview of the MPEG-CDVS Standard.
IEEE Trans. Image Process., 2016

The MPEG Internet Video-Coding Standard [Standards in a Nutshell].
IEEE Signal Process. Mag., 2016

Measuring Visual Surprise Jointly from Intrinsic and Extrinsic Contexts for Image Saliency Estimation.
Int. J. Comput. Vis., 2016

Fixed-point Gaussian Mixture Model for analysis-friendly surveillance video coding.
Comput. Vis. Image Underst., 2016

shuttleNet: A biologically-inspired RNN with loop connection and parameter sharing.
CoRR, 2016

Joint Network based Attention for Action Recognition.
CoRR, 2016

Rate control for consistent video quality with inter-dependent distortion model for HEVC.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

CNN vs. SIFT for Image Retrieval: Alternative or Complementary?
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multimodal Deep Convolutional Neural Network for Audio-Visual Emotion Recognition.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

To Project More or to Quantize More: Minimize Reconstruction Bias for Learning Compact Binary Codes.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Two-stage pooling of deep convolutional features for image retrieval.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Depth-based local feature selection for mobile visual search.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Joint Learning of Semantic and Latent Attributes.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unsupervised Cross-Dataset Transfer Learning for Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Relative Distance Learning: Tell the Difference between Similar Vehicles.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

CNUSVM: Hybrid CNN-Uneven SVM Model for Imbalanced Visual Learning.
Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

High-Efficiency Coding for Shaking Surveillance Videos Based on Global Motion Compensation.
Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Compact Learn Binary Codes.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
TASC: A Transformation-Aware Soft Cascading Approach for Multimodal Video Copy Detection.
ACM Trans. Inf. Syst., 2015

Weighted Component Hashing of Binary Aggregated Descriptors for Fast Visual Search.
IEEE Trans. Multim., 2015

Depth-Preserving Warping for Stereo Image Retargeting.
IEEE Trans. Image Process., 2015

AVS2 ? Making Video Coding Smarter [Standards in a Nutshell].
IEEE Signal Process. Mag., 2015

A Low Complexity Interest Point Detector.
IEEE Signal Process. Lett., 2015

Image saliency estimation via random walk guided by informativeness and latent signal correlations.
Signal Process. Image Commun., 2015

Robust multiple cameras pedestrian detection with multi-view Bayesian network.
Pattern Recognit., 2015

Finding the Secret of Image Saliency in the Frequency Domain.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes.
Int. J. Comput. Vis., 2015

Multimedia Big Data.
IEEE Multim., 2015

Opportunities and Challenges of Global Network Cameras.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Hamming Compatible Quantization for Hashing.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Learning Deep Trajectory Descriptor for action recognition in videos using deep neural networks.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Detecting abnormal behaviors in surveillance videos based on fuzzy clustering and multiple Auto-Encoders.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Hierarchical multi-VLAD for image retrieval.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An efficient coding framework for compact descriptors extracted from video sequence.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimizing Binary Fisher Codes for Visual Search.
Proceedings of the 2015 Data Compression Conference, 2015

Overview of the MPEG CDVS Standard.
Proceedings of the 2015 Data Compression Conference, 2015

The second generation IEEE 1857 video coding standard.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Detecting Rare Actions and Events from Surveillance Big Data with Bag of Dynamic Trajectories.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Performance Evaluation for AVS2 Scene Video Coding Techniques.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Towards Mobile Document Image Retrieval for Digital Library.
IEEE Trans. Multim., 2014

Optimizing the Hierarchical Prediction and Coding in HEVC for Surveillance and Conference Videos With Background Modeling.
IEEE Trans. Image Process., 2014

Background-Modeling-Based Adaptive Prediction for Surveillance Video Coding.
IEEE Trans. Image Process., 2014

Mining Compact Bag-of-Patterns for Low Bit Rate Mobile Visual Search.
IEEE Trans. Image Process., 2014

Indexing heterogeneous features with superimages.
Int. J. Multim. Inf. Retr., 2014

Visual Saliency with Statistical Priors.
Int. J. Comput. Vis., 2014

Compact Descriptors for Visual Search.
IEEE Multim., 2014

The IEEE 1857 Standard: Empowering Smart Video Surveillance Systems.
IEEE Intell. Syst., 2014

Representing Visual Objects in HEVC Coding Loop.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

IEEE Standards for Advanced Audio and Video Coding in Emerging Applications.
Computer, 2014

Superimage: Packing Semantic-Relevant Images for Indexing and Retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Background-foreground division based search for motion estimation in surveillance video coding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multi-view gait recognition with incomplete training data.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Overview of IEEE 1857.3: Systems of advanced audio and video coding.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Component hashing of variable-length binary aggregated descriptors for fast image search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Joint optimization of JPEG quantization table and coefficient thresholding for low bitrate mobile visual search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Hybrid-Indexing Multi-type Features for Large-Scale Image Search.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Content-based copy detection through multimodal feature representation and temporal pyramid matching.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Fast and Efficient Transcoding Based on Low-Complexity Background Modeling and Adaptive Block Classification.
IEEE Trans. Multim., 2013

Selective Eigenbackground for Background Modeling and Subtraction in Crowded Scenes.
IEEE Trans. Circuits Syst. Video Technol., 2013

Estimating Visual Saliency Through Single Image Optimization.
IEEE Signal Process. Lett., 2013

Learning from mobile contexts to minimize the mobile location search latency.
Signal Process. Image Commun., 2013

Video Copy-Detection and Localization with a Scalable Cascading Framework.
IEEE Multim., 2013

IEEE 1857: Boosting Video Applications in CPSS.
IEEE Intell. Syst., 2013

Learning Compact Visual Descriptors for Low Bit Rate Mobile Landmark Search.
AI Mag., 2013

A local shape descriptor for mobile linedrawing retrieval.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

A coding unit classification based AVC-to-HEVC transcoding with background modeling for surveillance videos.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Wavelet based smoke detection method with RGB Contrast-image and shape constrain.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Surveillance video coding with quadtree partition based ROI extraction.
Proceedings of the 30th Picture Coding Symposium, 2013

Single underwater image enhancement with a new optical model.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Compact descriptors for mobile visual search and MPEG CDVS standardization.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A background proportion adaptive Lagrange multiplier selection method for surveillance video on HEVC.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

MPLBoost-based mixture model for effective human detection with Deformable Part Model.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Overview of the IEEE 1857 surveillance groups.
Proceedings of the IEEE International Conference on Image Processing, 2013

A novel pair-wise image matching strategy with compact descriptors.
Proceedings of the IEEE International Conference on Image Processing, 2013

A system based on sequence learning for event detection in surveillance video.
Proceedings of the IEEE International Conference on Image Processing, 2013

Scalable mobile search with binary phrase.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Robust fisher codes for large scale image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2013

On the interoperability of local descriptors compression.
Proceedings of the IEEE International Conference on Acoustics, 2013

Hierarchical-and-Adaptive Bit-Allocation with Selective Background Prediction for High Efficiency Video Coding (HEVC).
Proceedings of the 2013 Data Compression Conference, 2013

2012
Group-Sensitive Multiple Kernel Learning for Object Recognition.
IEEE Trans. Image Process., 2012

Low-complexity and high-efficiency background modeling for surveillance video coding.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

Optimizing JPEG quantization table for low bit rate mobile visual search.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

An efficient surveillance coding method based on a timely and bit-saving background updating model.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

Robust and discriminative image authentication based on standard model feature.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Macro-Block-Level Selective Background Difference Coding for Surveillance Video.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Video Copy Detection Using a Soft Cascade of Multimodal Features.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A Fast and Performance-Maintained Transcoding Method Based on Background Modeling for Surveillance Video.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Allocating images and selecting image collections for distributed visual search.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Multi-camera Pedestrian Detection with Multi-view Bayesian Network Model.
Proceedings of the British Machine Vision Conference, 2012

Single and Multiple View Detection, Tracking and Video Analysis in Crowded Environments.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

An Efficient Background Reconstruction Based Coding Method for Surveillance Videos Captured by Moving Camera.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Automatic Webcam-Based Human Heart Rate Measurements Using Laplacian Eigenmap.
Proceedings of the Computer Vision, 2012

2011
Multi-Task Rank Learning for Visual Saliency Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2011

Salient region detection and segmentation for general object recognition and image understanding.
Sci. China Inf. Sci., 2011

PKU-IDM @TRECVID2011 CBCD: Content-Based Copy Detection with Cascade of Multimodal Features and Temporal Pyramid Matching.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

A Fusion of Algorithms in Near Duplicate Document Detection.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search.
Proceedings of the IJCAI 2011, 2011

A multimodal video copy detection approach with sequential pyramid matching.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Learning the trip suggestion from landmark photos on the web.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

PKUBench: A context rich mobile visual search benchmark.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Selective eigenbackgrounds method for background subtraction in crowed scenes.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Generating vocabulary for global feature representation towards commerce image retrieval.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

iULib: where UDL and Wikipedia could meet.
Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011

Robust and discriminative image authentication based on sparse coding.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010
Sequence Multi-Labeling: A Unified Video Annotation Scheme With Spatial and Temporal Context.
IEEE Trans. Multim., 2010

Cost-Sensitive Rank Learning From Positive and Unlabeled Data for Visual Saliency Estimation.
IEEE Signal Process. Lett., 2010

Salient object extraction for user-targeted video content association.
J. Zhejiang Univ. Sci. C, 2010

A ranking SVM based fusion model for cross-media meta-search engine.
J. Zhejiang Univ. Sci. C, 2010

Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video.
Int. J. Comput. Vis., 2010

Vlogging: A survey of videoblogging technology on the web.
ACM Comput. Surv., 2010

Social Multimedia Computing.
Computer, 2010

Mediaprinting: Identifying Multimedia Content for Digital Rights Management.
Computer, 2010

An efficient coding scheme for surveillance videos captured by stationary cameras.
Proceedings of the Visual Communications and Image Processing 2010, 2010

PKU@TRECVID2010: Pair-Wise Event Detection in Surveillance Video.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

A background model based method for transcoding surveillance videos captured by stationary camera.
Proceedings of the Picture Coding Symposium, 2010

Automatic interesting object extraction from images using complementary saliency maps.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Saliency detection based on 2D log-gabor wavelets and center bias.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Dynamic multi-cue tracking with detection responses association.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009
A secure media streaming mechanism combining encryption, authentication, and transcoding.
Signal Process. Image Commun., 2009

Reconfigurable video coding framework and decoder reconfiguration instantiation of AVS.
Signal Process. Image Commun., 2009

DCT-Based Videoprinting on Saliency-Consistent Regions for Detecting Video Copies with Text Insertion.
Proceedings of the Advances in Multimedia Information Processing, 2009

A SIFT-based Image Fingerprinting Approach Robust to Geometric Transformations.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A Proposed AVS Decoder Configuration in the Reconfigurable Video Coding Framework.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A dataset and evaluation methodology for visual saliency in video.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Robust video fingerprinting based on visual attention regions.
Proceedings of the IEEE International Conference on Acoustics, 2009

Content-Based Video Semantic Analysis.
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

Semantic Classification and Annotation of Images.
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008
A Scene Representation Application Implementing LASeR Using Object-Based Timing Model.
Proceedings of the Advances in Multimedia Information Processing, 2008

A Robust Feature Extraction Algorithm for Audio Fingerprinting.
Proceedings of the Advances in Multimedia Information Processing, 2008

An Image Fingerprinting Method Robust to Complicated Image Modifications.
Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008

Multi-polarity text segmentation using graph theory.
Proceedings of the International Conference on Image Processing, 2008

PKU at ImageCLEF 2008: Experiments with Query Extension Techniques for Text-Based and Content-Based Image Retrieval.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Large-Scale Cross-Media Retrieval of WikipediaMM Images with Textual and Visual Query Expansion.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Streaming of Governed Content - Time for a Standard.
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

2007
Towards multi-granularity multi-facet e-book retrieval.
Proceedings of the 16th International Conference on World Wide Web, 2007

Evolvement of DRM Schema: From Encryption to Interoperability and Monitoring.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

A DRM Architecture for Manageable P2P Based IPTV System.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Perception-based Scalable Encryption Model for AVS Audio.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Interoperability Issues in DRM and DMP Solutions.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
Learning Contextual Dependency Network Models for Link-Based Classification.
IEEE Trans. Knowl. Data Eng., 2006

H.264 video encryption scheme adaptive to DRM.
IEEE Trans. Consumer Electron., 2006

Latent linkage semantic kernels for collective classification of link data.
J. Intell. Inf. Syst., 2006

Security on Aydos et al's Elliptic Curve Cryptography Based Wireless Authentication Protocol.
J. Comput. Res. Dev., 2006

Improving the Image Retrieval Results Via Topic Coverage Graph.
Proceedings of the Advances in Multimedia Information Processing, 2006

Diversifying the image retrieval results.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Keyphrase Extraction Using Semantic Networks Structure Analysis.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Robust Collective Classification with Contextual Dependency Network Models.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Visual Ontology Construction for Digitized Art Image Retrieval.
J. Comput. Sci. Technol., 2005

Watermark Detection Schemes with High Security.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

2004
Two-phase Web site classification based on Hidden Markov Tree models.
Web Intell. Agent Syst., 2004

An Ontology-based Approach to Retrieve Digitized Art Images.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Categorizing Traditional Chinese Painting Images.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

A new method to segment playfield and its applications in match analysis in sports video.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Context-Based Classification for Link Data.
Proceedings of the Advances in Web-Based Learning, 2004

2003
Two-Phase Web Site Classification Based on Hidden Markov Tree Models.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

2002
A Framework for Background Detection in Video.
Proceedings of the Advances in Multimedia Information Processing, 2002

Quantitatively evaluating the influence of online social interactions in the community-assisted digital library.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

Toward a distributed terabyte text retrieval system in China-US million book digital library.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

A Cache-Based Distributed Terabyte Text Retrieval System in CADAL.
Proceedings of the Digital Libraries: People, 2002

2000
Web Clustering and Association Rule Discovery for Web Broadcast.
Proceedings of the Web-Age Information Management, First International Conference, 2000

Adaptive Online Retail Web Site Based on Hidden Markov Model.
Proceedings of the Web-Age Information Management, First International Conference, 2000


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