2025
Human as Points: Explicit Point-Based 3D Human Reconstruction From Single-View RGB Images.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2025
Boosting 3D Object Detection With Semantic-Aware Multi-Branch Framework.
IEEE Trans. Circuits Syst. Video Technol., June, 2025
Generalization Performance of Ensemble Clustering: From Theory to Algorithm.
CoRR, June, 2025
Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds.
CoRR, May, 2025
FlexPara: Flexible Neural Surface Parameterization.
CoRR, April, 2025
RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos.
CoRR, March, 2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation.
CoRR, March, 2025
RBFIM: Perceptual Quality Assessment for Compressed Point Clouds Using Radial Basis Function Interpolation.
CoRR, March, 2025
SuperCarver: Texture-Consistent 3D Geometry Super-Resolution for High-Fidelity Surface Detail Generation.
CoRR, March, 2025
A No-Reference Quality Assessment Model for Screen Content Videos via Hierarchical Spatiotemporal Perception.
IEEE Trans. Circuits Syst. Video Technol., February, 2025
Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025
HuGDiffusion: Generalizable Single-Image Human Rendering via 3D Gaussian Diffusion.
CoRR, January, 2025
CS-Net:Contribution-based Sampling Network for Point Cloud Simplification.
CoRR, January, 2025
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning.
CoRR, January, 2025
Spatially-guided Temporal Aggregation for Robust Event-RGB Optical Flow Estimation.
CoRR, January, 2025
PointMCD: Boosting Deep Point Cloud Encoders via Multi-View Cross-Modal Distillation for 3D Shape Recognition.
IEEE Trans. Multim., 2025
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion.
IEEE Trans. Multim., 2025
Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation.
IEEE Trans. Image Process., 2025
Synthetic-to-Real Video Person Re-ID.
IEEE Trans. Inf. Forensics Secur., 2025
Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Shape as Line Segments: Accurate and Flexible Implicit Surface Representation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Towards Calibrated Deep Clustering Network.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Dynamic 3D Point Cloud Sequences as 2D Videos.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Superpixel Graph Contrastive Clustering With Semantic-Invariant Augmentations for Hyperspectral Images.
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Light Field Depth Estimation via Stitched Epipolar Plane Images.
IEEE Trans. Vis. Comput. Graph., October, 2024
PointVST: Self-Supervised Pre-Training for 3D Point Clouds via View-Specific Point-to-Image Translation.
IEEE Trans. Vis. Comput. Graph., October, 2024
Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising.
Int. J. Comput. Vis., June, 2024
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks.
Int. J. Comput. Vis., May, 2024
Enhancing Low-Light Light Field Images With a Deep Compensation Unfolding Network.
IEEE Trans. Image Process., 2024
Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos.
IEEE Trans. Instrum. Meas., 2024
Unsupervised video-based action recognition using two-stream generative adversarial network.
Neural Comput. Appl., 2024
ResFlow: Fine-tuning Residual Optical Flow for Event-based High Temporal Resolution Motion Estimation.
CoRR, 2024
Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?
CoRR, 2024
GausSurf: Geometry-Guided 3D Gaussian Splatting for Surface Reconstruction.
CoRR, 2024
Rendering-Oriented 3D Point Cloud Attribute Compression using Sparse Tensor-based Transformer.
CoRR, 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds.
CoRR, 2024
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking.
CoRR, 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration.
CoRR, 2024
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method.
CoRR, 2024
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking.
CoRR, 2024
Self-supervised 3D Point Cloud Completion via Multi-view Adversarial Learning.
CoRR, 2024
Learning Unsigned Distance Fields from Local Shape Functions for 3D Surface Reconstruction.
CoRR, 2024
MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos.
CoRR, 2024
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration.
CoRR, 2024
NeCGS: Neural Compression for 3D Geometry Sets.
CoRR, 2024
Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers.
CoRR, 2024
ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds.
CoRR, 2024
Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses.
CoRR, 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration.
CoRR, 2024
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach.
CoRR, 2024
Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.
CoRR, 2024
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding.
CoRR, 2024
Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection.
CoRR, 2024
Flatten Anything: Unsupervised Neural Surface Parameterization.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Rethinking the One-shot Object Detection: Cross-Domain Object Search.
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.
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.
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024
Noisy Label Removal for Partial Multi-Label Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
FairMatch: Promoting Partial Label Learning by Unlabeled Samples.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024
Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
PU-Flow: A Point Cloud Upsampling Network With Normalizing Flows.
IEEE Trans. Vis. Comput. Graph., December, 2023
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation.
Int. J. Comput. Vis., December, 2023
Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network.
IEEE Trans. Circuits Syst. Video Technol., November, 2023
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
Screen content video quality assessment based on spatiotemporal sparse feature.
J. Vis. Commun. Image Represent., October, 2023
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Content-Aware Warping for View Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Deep Attention-Guided Graph Clustering With Dual Self-Supervision.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network.
Comput. Electron. Agric., July, 2023
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.
IEEE Trans. Circuits Syst. Video Technol., March, 2023
Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds.
ACM Trans. Multim. Comput. Commun. Appl., February, 2023
ECSNet: Spatio-Temporal Feature Learning for Event Camera.
IEEE Trans. Circuits Syst. Video Technol., February, 2023
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.
IEEE Trans. Multim., 2023
A Two-Level Rectification Attention Network for Scene Text Recognition.
IEEE Trans. Multim., 2023
Learning a Locally Unified 3D Point Cloud for View Synthesis.
IEEE Trans. Image Process., 2023
GQE-Net: A Graph-Based Quality Enhancement Network for Point Cloud Color Attribute.
IEEE Trans. Image Process., 2023
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network.
IEEE Trans. Image Process., 2023
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Semi-supervised adaptive kernel concept factorization.
Pattern Recognit., 2023
Guest Editorial: machine learning for visual information processing & understanding.
J. Ambient Intell. Humaniz. Comput., 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens.
CoRR, 2023
Cross-BERT for Point Cloud Pretraining.
CoRR, 2023
Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection.
CoRR, 2023
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric.
CoRR, 2023
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis.
CoRR, 2023
Bidirectional Propagation for Cross-Modal 3D Object Detection.
CoRR, 2023
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection.
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.
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.
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.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Downstream-agnostic Adversarial Examples.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features.
IEEE Trans. Image Process., 2022
Adaptive Attribute and Structure Subspace Clustering Network.
IEEE Trans. Image Process., 2022
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling.
IEEE Trans. Image Process., 2022
Occlusion-Aware Unsupervised Learning of Depth From 4-D Light Fields.
IEEE Trans. Image Process., 2022
A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images.
IEEE Trans. Image Process., 2022
Deep Posterior Distribution-Based Embedding for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2022
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration.
IEEE Trans. Image Process., 2022
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery.
IEEE Trans. Cybern., 2022
Maximum Entropy Subspace Clustering Network.
IEEE Trans. Circuits Syst. Video Technol., 2022
A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds.
IEEE Trans. Circuits Syst. Video Technol., 2022
Learning Low-Rank Graph With Enhanced Supervision.
IEEE Trans. Circuits Syst. Video Technol., 2022
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022
Finding Stars From Fireworks: Improving Non-Cooperative Iris Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022
Self-Supervised Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2022
Point Cloud Quality Assessment via 3D Edge Similarity Measurement.
IEEE Signal Process. Lett., 2022
Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds.
Int. J. Comput. Vis., 2022
Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation.
CoRR, 2022
A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks.
CoRR, 2022
Graph Augmentation Clustering Network.
CoRR, 2022
Learning A Unified 3D Point Cloud for View Synthesis.
CoRR, 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising.
CoRR, 2022
Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis.
CoRR, 2022
Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network.
CoRR, 2022
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.
CoRR, 2022
Light Field Depth Estimation Based on Stitched-EPI.
CoRR, 2022
Learning hyperspectral images from RGB images via a coarse-to-fine CNN.
Sci. China Inf. Sci., 2022
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds.
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.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation.
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.
Dataset, May, 2021
Convolutional Neural Networks With Dynamic Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2021
Joint Optimization for Pairwise Constraint Propagation.
IEEE Trans. Neural Networks Learn. Syst., 2021
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA.
IEEE Trans. Neural Networks Learn. Syst., 2021
Patch Based Video Summarization With Block Sparse Representation.
IEEE Trans. Multim., 2021
Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression.
IEEE Trans. Multim., 2021
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning.
IEEE Trans. Image Process., 2021
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Image Process., 2021
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds.
IEEE Trans. Image Process., 2021
Deep Magnification-Flexible Upsampling Over 3D Point Clouds.
IEEE Trans. Image Process., 2021
Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression.
IEEE Trans. Image Process., 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding.
IEEE Trans. Image Process., 2021
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection.
IEEE Trans. Cybern., 2021
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2021
Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display.
IEEE Trans. Circuits Syst. Video Technol., 2021
A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features.
IEEE Trans. Circuits Syst. Video Technol., 2021
PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection.
IEEE Trans. Circuits Syst. Video Technol., 2021
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., 2021
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.
IEEE Trans. Computational Imaging, 2021
Categorical Matrix Completion With Active Learning for High-Throughput Screening.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
PU-Flow: a Point Cloud Upsampling Networkwith Normalizing Flows.
CoRR, 2021
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses.
CoRR, 2021
Attention-driven Graph Clustering Network.
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.
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.
Proceedings of the Image and Graphics - 11th International Conference, 2021
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Recurrent Multi-View Alignment Network for Unsupervised Surface Registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Clustering Ensemble Meets Low-rank Tensor Approximation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Clustering-Aware Graph Construction: A Joint Learning Perspective.
IEEE Trans. Signal Inf. Process. over Networks, 2020
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Light Field Image Quality Assessment via the Light Field Coherence.
IEEE Trans. Image Process., 2020
An Underwater Image Enhancement Benchmark Dataset and Beyond.
IEEE Trans. Image Process., 2020
3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation.
IEEE Trans. Image Process., 2020
Screen Content Video Quality Assessment: Subjective and Objective Study.
IEEE Trans. Image Process., 2020
Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model.
IEEE Trans. Cybern., 2020
Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020
An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP.
IEEE Trans. Broadcast., 2020
A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression.
IEEE Trans. Broadcast., 2020
Non-Negative Transfer Learning With Consistent Inter-Domain Distribution.
IEEE Signal Process. Lett., 2020
3D Point Cloud Attribute Compression via Graph Prediction.
IEEE Signal Process. Lett., 2020
Single image-based head pose estimation with spherical parametrization and 3D morphing.
Pattern Recognit., 2020
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.
IEEE Geosci. Remote. Sens. Lett., 2020
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos.
IEEE J. Sel. Top. Signal Process., 2020
Video summarization via block sparse dictionary selection.
Neurocomputing, 2020
ParaNet: Deep Regular Representation for 3D Point Clouds.
CoRR, 2020
Deep Magnification-Arbitrary Upsampling over 3D Point Clouds.
CoRR, 2020
Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression.
CoRR, 2020
Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution.
CoRR, 2020
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling.
CoRR, 2020
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks.
CoRR, 2020
Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression.
CoRR, 2020
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection.
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.
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.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Accurate Light Field Depth Estimation via an Occlusion-Aware Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling.
Proceedings of the Computer Vision - ECCV 2020, 2020
Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures.
Proceedings of the Computer Vision - ECCV 2020, 2020
Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
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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.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Deep Quadruplet Appearance Learning for Vehicle Re-Identification.
IEEE Trans. Veh. Technol., 2019
Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution.
IEEE Trans. Image Process., 2019
Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization.
IEEE Trans. Image Process., 2019
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2019
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Permuted Sparse Representation for 3D Point Clouds.
IEEE Signal Process. Lett., 2019
3D human pose estimation via human structure-aware fully connected network.
Pattern Recognit. Lett., 2019
ImmerTai: Immersive Motion Learning in VR Environments.
J. Vis. Commun. Image Represent., 2019
Correlation filter tracker with siamese: A robust and real-time object tracking framework.
Neurocomputing, 2019
A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression.
CoRR, 2019
Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network.
CoRR, 2019
Learning High-fidelity Light Field Images From Hybrid Inputs.
CoRR, 2019
A Single Image based Head Pose Estimation Method with Spherical Parameterization.
CoRR, 2019
Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion.
CoRR, 2019
Imbalance-aware Pairwise Constraint Propagation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Object Counting in Video Surveillance Using Multi-scale Density Map Regression.
Proceedings of the IEEE International Conference on Acoustics, 2019
An Articulated Structure-aware Network for 3D Human Pose Estimation.
Proceedings of The 11th Asian Conference on Machine Learning, 2019
2018
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2018
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP.
IEEE Trans. Mob. Comput., 2018
A Gabor Feature-Based Quality Assessment Model for the Screen Content Images.
IEEE Trans. Image Process., 2018
Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions.
IEEE Trans. Image Process., 2018
Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views.
IEEE Trans. Image Process., 2018
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
Semi-Supervised Spectral Clustering With Structured Sparsity Regularization.
IEEE Signal Process. Lett., 2018
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework.
IEEE Signal Process. Lett., 2018
A multi-scale contrast-based image quality assessment model for multi-exposure image fusion.
Signal Process., 2018
Robust Video Content Alignment and Compensation for Clear Vision Through the Rain.
CoRR, 2018
Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Convex Constrained Clustering with Graph-Laplacian Pca.
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.
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.
Proceedings of the Computer Vision - ECCV 2018, 2018
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework.
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.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018
Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression.
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.
IEEE Trans. Geosci. Remote. Sens., 2017
Sparse Low-Rank Matrix Approximation for Data Compression.
IEEE Trans. Circuits Syst. Video Technol., 2017
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Immersive and collaborative Taichi motion learning in various VR environments.
Proceedings of the 2017 IEEE Virtual Reality, 2017
Robust human activity recognition using lesser number of wearable sensors.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017
A novel direction-based JND model for perceptual HEVC intra coding.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017
Video summarization via temporal collaborative representation of adjacent frames.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017
Handwritten numeral recognition using multi-task learning.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017
Compression of 3D point clouds using 1D discrete cosine transform.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017
Multi-view joint learning network for pedestrian gender classification.
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.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Nonlinear kernel sparse dictionary selection for video summarization.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Hyperspectral image super-resolution via convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Sparse representation for colors of 3D point cloud via virtual adaptive sampling.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Video Summarization via Simultaneous Block Sparse Representation.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Single image superresolution by multiple geometrical regressors.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
Light field scene flow with occlusion regularization.
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.
IEEE J. Biomed. Health Informatics, 2016
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2016
Low-latency compression of mocap data using learned spatial decorrelation transform.
Comput. Aided Geom. Des., 2016
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.
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.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Sparse two-dimensional singular value decomposition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Robust laplacian matrix learning for smooth graph signals.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Graph-based transform for data decorrelation.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Sparsifying orthogonal transforms with compact bases for data compression.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
Random Forest with Suppressed Leaves for Hough Voting.
Proceedings of the Computer Vision - ACCV 2016, 2016
2015
Motion capture data recovery using skeleton constrained singular value thresholding.
Vis. Comput., 2015
Human Motion Capture Data Tailored Transform Coding.
IEEE Trans. Vis. Comput. Graph., 2015
Fall Detection Based on Body Part Tracking Using a Depth Camera.
IEEE J. Biomed. Health Informatics, 2015
Compressing 3-D Human Motions via Keyframe-Based Geometry Videos.
IEEE Trans. Circuits Syst. Video Technol., 2015
CLRMA: Compact Low Rank Matrix Approximation for Data Compression.
CoRR, 2015
Human Motion Capture Data Compression based on Learned Spatial Transform.
CoRR, 2015
A linear dependent rate-quantization model for scalable video enhancement layer encoding.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Reordering-based transform for compressing human motion capture data.
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.
IEEE Trans. Circuits Syst. Video Technol., 2014
Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition.
IEEE Signal Process. Lett., 2014
Human Computer Interface for Quadriplegic People Based on Face Position/gesture Detection.
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.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Restoring corrupted motion capture data via jointly low-rank matrix completion.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
A fast learning algorithm for multi-layer extreme learning machine.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Low-rank based compact representation of motion capture data.
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.
IEEE Trans. Circuits Syst. Video Technol., 2013
Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model.
IEEE Trans. Broadcast., 2013
Expression-invariant and sparse representation for mesh-based compression for 3-D face models.
Proceedings of the 2013 Visual Communications and Image Processing, 2013
Human motion capture data recovery via trajectory-based sparse representation.
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.
Int. J. Comput. Commun. Control, 2012
Dynamic 3-D facial compression using low rank and sparse decomposition.
Proceedings of the SIGGRAPH Asia 2012 Technical Briefs, Singapore, November 28, 2012
A New Rate-Quantization Model for H.264/AVC Low-Delay Rate Control.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012