Junhui Hou

IEEE Trans. Vis. Comput. Graph., October, 2024

Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., June, 2024

A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks.

[BibT_eX]

[DOI]

Yixuan Yuan

Int. J. Comput. Vis., May, 2024

Enhancing Low-Light Light Field Images With a Deep Compensation Unfolding Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Unsupervised video-based action recognition using two-stream generative adversarial network.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2024

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference.

[BibT_eX]

[DOI]

CoRR, 2024

Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2024

Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation.

[BibT_eX]

[DOI]

CoRR, 2024

E-Motion: Future Motion Simulation via Event Sequence Diffusion.

[BibT_eX]

[DOI]

CoRR, 2024

VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method.

[BibT_eX]

[DOI]

CoRR, 2024

OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2024

Self-supervised 3D Point Cloud Completion via Multi-view Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Unsigned Distance Fields from Local Shape Functions for 3D Surface Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2024

MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos.

[BibT_eX]

[DOI]

CoRR, 2024

SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration.

[BibT_eX]

[DOI]

CoRR, 2024

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer.

[BibT_eX]

[DOI]

CoRR, 2024

NeCGS: Neural Compression for 3D Geometry Sets.

[BibT_eX]

[DOI]

Siyu Ren

Wenping Wang

CoRR, 2024

Flatten Anything: Unsupervised Neural Surface Parameterization.

[BibT_eX]

[DOI]

CoRR, 2024

Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers.

[BibT_eX]

[DOI]

CoRR, 2024

ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Calibrated Deep Clustering Network.

[BibT_eX]

[DOI]

CoRR, 2024

Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images.

[BibT_eX]

[DOI]

CoRR, 2024

Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses.

[BibT_eX]

[DOI]

CoRR, 2024

Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration.

[BibT_eX]

[DOI]

CoRR, 2024

3D Shape Completion on Unseen Categories: A Weakly-supervised Approach.

[BibT_eX]

[DOI]

CoRR, 2024

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.

[BibT_eX]

[DOI]

CoRR, 2024

On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding.

[BibT_eX]

[DOI]

CoRR, 2024

Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking the One-shot Object Detection: Cross-Domain Object Search.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering.

[BibT_eX]

[DOI]

Hui Liu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MCHM '24: The 1st International Workshop on Multimedia Computing for Health and Medicine.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024

Noisy Label Removal for Partial Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FairMatch: Promoting Partial Label Learning by Unlabeled Samples.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

PU-Flow: A Point Cloud Upsampling Network With Normalizing Flows.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., December, 2023

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., December, 2023

Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., November, 2023

Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Screen content video quality assessment based on spatiotemporal sparse feature.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., October, 2023

Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Content-Aware Warping for View Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Deep Attention-Guided Graph Clustering With Dual Self-Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network.

[BibT_eX]

[DOI]

Maria Camila Ceballos

Thomas D. Parsons

Kai Liu

Comput. Electron. Agric., July, 2023

CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2023

Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

ECSNet: Spatio-Temporal Feature Learning for Event Camera.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2023

Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

A Two-Level Rectification Attention Network for Scene Text Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Learning a Locally Unified 3D Point Cloud for View Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

GQE-Net: A Graph-Based Quality Enhancement Network for Point Cloud Color Attribute.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

EGRC-Net: Embedding-Induced Graph Refinement Clustering Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Semi-supervised adaptive kernel concept factorization.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Guest Editorial: machine learning for visual information processing & understanding.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Segment Any Events via Weighted Adaptation of Pivotal Tokens.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-BERT for Point Cloud Pretraining.

[BibT_eX]

[DOI]

CoRR, 2023

Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images.

[BibT_eX]

[DOI]

CoRR, 2023

Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection.

[BibT_eX]

[DOI]

Zhiyu Zhu

CoRR, 2023

Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric.

[BibT_eX]

[DOI]

Siyu Ren

CoRR, 2023

Decoupling Dynamic Monocular Videos for Dynamic View Synthesis.

[BibT_eX]

[DOI]

Meng You

CoRR, 2023

Bidirectional Propagation for Cross-Modal 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Unleash the Potential of Image Branch for Cross-modal 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries.

[BibT_eX]

[DOI]

Yohanes Yudhi Adikusuma

Wenping Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Global Structure-Aware Diffusion Process for Low-light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers.

[BibT_eX]

[DOI]

Zhiyu Zhu

Dapeng Oliver Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Downstream-agnostic Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Adaptive Attribute and Structure Subspace Clustering Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Occlusion-Aware Unsupervised Learning of Depth From 4-D Light Fields.

[BibT_eX]

[DOI]

Jing Jin

IEEE Trans. Image Process., 2022

A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Deep Posterior Distribution-Based Embedding for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Maximum Entropy Subspace Clustering Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Learning Low-Rank Graph With Enhanced Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Finding Stars From Fireworks: Improving Non-Cooperative Iris Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Point Cloud Quality Assessment via 3D Edge Similarity Measurement.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation.

[BibT_eX]

[DOI]

CoRR, 2022

A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks.

[BibT_eX]

[DOI]

Yixuan Yuan

CoRR, 2022

Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Augmentation Clustering Network.

[BibT_eX]

[DOI]

CoRR, 2022

Learning A Unified 3D Point Cloud for View Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis.

[BibT_eX]

[DOI]

Yue Qian

CoRR, 2022

Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network.

[BibT_eX]

[DOI]

Maria Camila Ceballos

Thomas D. Parsons

Kai Liu

CoRR, 2022

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.

[BibT_eX]

[DOI]

Guanxing Lu

CoRR, 2022

Light Field Depth Estimation Based on Stitched-EPI.

[BibT_eX]

[DOI]

CoRR, 2022

Learning hyperspectral images from RGB images via a coarse-to-fine CNN.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds.

[BibT_eX]

[DOI]

Zhiyu Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

SIAT-PCQD: Subjective Point Cloud Quality Database with 6DoF Head-mounted Display.

[BibT_eX]

[DOI]

Dataset, May, 2021

Convolutional Neural Networks With Dynamic Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Joint Optimization for Pairwise Constraint Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Patch Based Video Summarization With Block Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Deep Magnification-Flexible Upsampling Over 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

Categorical Matrix Completion With Active Learning for High-Throughput Screening.

[BibT_eX]

[DOI]

Junyi Chen

Ka-Chun Wong

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

PU-Flow: a Point Cloud Upsampling Networkwith Normalizing Flows.

[BibT_eX]

[DOI]

CoRR, 2021

Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses.

[BibT_eX]

[DOI]

CoRR, 2021

Attention-driven Graph Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 11th International Conference, 2021

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Recurrent Multi-View Alignment Network for Unsupervised Surface Registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Clustering Ensemble Meets Low-rank Tensor Approximation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Clustering-Aware Graph Construction: A Joint Learning Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Light Field Image Quality Assessment via the Light Field Coherence.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

An Underwater Image Enhancement Benchmark Dataset and Beyond.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Screen Content Video Quality Assessment: Subjective and Objective Study.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2020

A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2020

Non-Negative Transfer Learning With Consistent Inter-Domain Distribution.

[BibT_eX]

[DOI]

Zhihao Peng

IEEE Signal Process. Lett., 2020

3D Point Cloud Attribute Compression via Graph Prediction.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Single image-based head pose estimation with spherical parametrization and 3D morphing.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Video summarization via block sparse dictionary selection.

[BibT_eX]

[DOI]

Neurocomputing, 2020

ParaNet: Deep Regular Representation for 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Magnification-Arbitrary Upsampling over 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2020

Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution.

[BibT_eX]

[DOI]

CoRR, 2020

MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling.

[BibT_eX]

[DOI]

CoRR, 2020

When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression.

[BibT_eX]

[DOI]

CoRR, 2020

CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Lossy Geometry Compression Of 3d Point Cloud Data Via An Adaptive Octree-Guided Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Accurate Light Field Depth Estimation via an Occlusion-Aware Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep Quadruplet Appearance Learning for Vehicle Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution.

[BibT_eX]

[DOI]

Henry Wing Fung Yeung

IEEE Trans. Image Process., 2019

Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Permuted Sparse Representation for 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

3D human pose estimation via human structure-aware fully connected network.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

ImmerTai: Immersive Motion Learning in VR Environments.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Correlation filter tracker with siamese: A robust and real-time object tracking framework.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression.

[BibT_eX]

[DOI]

CoRR, 2019

Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network.

[BibT_eX]

[DOI]

CoRR, 2019

Learning High-fidelity Light Field Images From Hybrid Inputs.

[BibT_eX]

[DOI]

CoRR, 2019

A Single Image based Head Pose Estimation Method with Spherical Parameterization.

[BibT_eX]

[DOI]

CoRR, 2019

Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion.

[BibT_eX]

[DOI]

CoRR, 2019

Imbalance-aware Pairwise Constraint Propagation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Object Counting in Video Surveillance Using Multi-scale Density Map Regression.

[BibT_eX]

[DOI]

Yi Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

An Articulated Structure-aware Network for 3D Human Pose Estimation.

[BibT_eX]

[DOI]

Zhenhua Tang

Xiaoyan Zhang

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

A Gabor Feature-Based Quality Assessment Model for the Screen Content Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Semi-Supervised Spectral Clustering With Structured Sparsity Regularization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

A multi-scale contrast-based image quality assessment model for multi-exposure image fusion.

[BibT_eX]

[DOI]

Signal Process., 2018

Robust Video Content Alignment and Compensation for Clear Vision Through the Rain.

[BibT_eX]

[DOI]

CoRR, 2018

Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Convex Constrained Clustering with Graph-Laplacian Pca.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image.

[BibT_eX]

[DOI]

Jing Jin

Henry Wing Fung Yeung

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues.

[BibT_eX]

[DOI]

Henry Wing Fung Yeung

Proceedings of the Computer Vision - ECCV 2018, 2018

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Sparse Low-Rank Matrix Approximation for Data Compression.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Immersive and collaborative Taichi motion learning in various VR environments.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Virtual Reality, 2017

Robust human activity recognition using lesser number of wearable sensors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel direction-based JND model for perceptual HEVC intra coding.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Video summarization via temporal collaborative representation of adjacent frames.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Handwritten numeral recognition using multi-task learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Compression of 3D point clouds using 1D discrete cosine transform.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Multi-view joint learning network for pedestrian gender classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Fusing different levels of deep features by deep stacked neural network for hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlinear kernel sparse dictionary selection for video summarization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Hyperspectral image super-resolution via convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Sparse representation for colors of 3D point cloud via virtual adaptive sampling.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Video Summarization via Simultaneous Block Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Single image superresolution by multiple geometrical regressors.

[BibT_eX]

[DOI]

Yu Zhou

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Light field scene flow with occlusion regularization.

[BibT_eX]

[DOI]

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016

Facial Position and Expression-Based Human-Computer Interface for Persons With Tetraplegia.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Low-latency compression of mocap data using learned spatial decorrelation transform.

[BibT_eX]

[DOI]

Comput. Aided Geom. Des., 2016

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

How to fully explore the low-rank property for data recovery of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sparse two-dimensional singular value decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Robust laplacian matrix learning for smooth graph signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Graph-based transform for data decorrelation.

[BibT_eX]

[DOI]

Hui Liu

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Sparsifying orthogonal transforms with compact bases for data compression.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Random Forest with Suppressed Leaves for Hough Voting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Motion capture data recovery using skeleton constrained singular value thresholding.

[BibT_eX]

[DOI]

Cheen-Hau Tan

Vis. Comput., 2015

Human Motion Capture Data Tailored Transform Coding.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2015

Fall Detection Based on Body Part Tracking Using a Depth Camera.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Compressing 3-D Human Motions via Keyframe-Based Geometry Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2015

CLRMA: Compact Low Rank Matrix Approximation for Data Compression.

[BibT_eX]

[DOI]

CoRR, 2015

Human Motion Capture Data Compression based on Learned Spatial Transform.

[BibT_eX]

[DOI]

CoRR, 2015

A linear dependent rate-quantization model for scalable video enhancement layer encoding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Reordering-based transform for compressing human motion capture data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014

A Highly Efficient Compression Framework for Time-Varying 3-D Facial Expressions.

[BibT_eX]

[DOI]

Minqi Zhang

IEEE Trans. Circuits Syst. Video Technol., 2014

Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Human Computer Interface for Quadriplegic People Based on Face Position/gesture Detection.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A novel compression framework for 3D time-varying meshes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Restoring corrupted motion capture data via jointly low-rank matrix completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

A fast learning algorithm for multi-layer extreme learning machine.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Low-rank based compact representation of motion capture data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Rate-Distortion Model Based Bit Allocation for 3-D Facial Compression Using Geometry Video.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2013

Expression-invariant and sparse representation for mesh-based compression for 3-D face models.

[BibT_eX]

[DOI]

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Human motion capture data recovery via trajectory-based sparse representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Optimal Bitstream Adaptation for Scalable Video Based On Two-Dimensional Rate and Quality Models.

[BibT_eX]

[DOI]

Shuai Wan

Int. J. Comput. Commun. Control, 2012

Dynamic 3-D facial compression using low rank and sparse decomposition.

[BibT_eX]

[DOI]