Zhenyu He

Orcid: 0000-0002-2546-8721

Affiliations:
  • Harbin Institute of Technology, Shenzhen, China
  • Hong Kong Baptist University, Hong Kong (PhD 2007)


According to our database1, Zhenyu He authored at least 155 papers between 2005 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Active Learning for Deep Visual Tracking.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Audio2Gestures: Generating Diverse Gestures From Audio.
IEEE Trans. Vis. Comput. Graph., August, 2024

LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Single Object Tracking Benchmark.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Self-Supervised Tracking via Target-Aware Data Synthesis.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Self-supervised discriminative model prediction for visual tracking.
Neural Comput. Appl., April, 2024

Learning diverse fine-grained features for thermal infrared tracking.
Expert Syst. Appl., March, 2024

Cross-Modality Proposal-Guided Feature Mining for Unregistered RGB-Thermal Pedestrian Detection.
IEEE Trans. Multim., 2024

Robust Tensor Recovery for Incomplete Multi-View Clustering.
IEEE Trans. Multim., 2024

When Channel Correlation Meets Sparse Prior: Keeping Interpretability in Image Compressive Sensing.
IEEE Trans. Multim., 2024

A Comprehensive Review of RGBT Tracking.
IEEE Trans. Instrum. Meas., 2024

Thermal Infrared Target Tracking: A Comprehensive Review.
IEEE Trans. Instrum. Meas., 2024

Unified Conditional Image Generation for Visible-Infrared Person Re-Identification.
IEEE Trans. Inf. Forensics Secur., 2024

LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation.
CoRR, 2024

Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOS.
CoRR, 2024

GRAPE: Generalizable and Robust Multi-view Facial Capture.
CoRR, 2024

Learning Spatial-Semantic Features for Robust Video Object Segmentation.
CoRR, 2024

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results.
CoRR, 2024

1st Place Solution for MOSE Track in CVPR 2024 PVUW Workshop: Complex Video Object Segmentation.
CoRR, 2024

Driving Referring Video Object Segmentation with Vision-Language Pre-trained Models.
CoRR, 2024

Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Simplifying Cross-modal Interaction via Modality-Shared Features for RGBT Tracking.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Spatial-Temporal Multi-level Association for Video Object Segmentation.
Proceedings of the Computer Vision - ECCV 2024, 2024

RTracker: Recoverable Tracking via PN Tree Structured Memory.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Block Image Compressive Sensing with Local and Global Information Interaction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Pose-Aided Video-Based Person Re-Identification via Recurrent Graph Convolutional Network.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

VEDesc: vertex-edge constraint on local learned descriptors.
Signal Image Video Process., June, 2023

Siamese residual network for efficient visual tracking.
Inf. Sci., May, 2023

Aligned Spatial-Temporal Memory Network for Thermal Infrared Target Tracking.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2023

Multi-granularity graph pooling for video-based person re-identification.
Neural Networks, March, 2023

Robust thermal infrared tracking via an adaptively multi-feature fusion model.
Neural Comput. Appl., February, 2023

Learning Dual-Level Deep Representation for Thermal Infrared Tracking.
IEEE Trans. Multim., 2023

Toward Complete-View and High-Level Pose-Based Gait Recognition.
IEEE Trans. Inf. Forensics Secur., 2023

Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation.
CoRR, 2023

3D Model-based Zero-Shot Pose Estimation Pipeline.
CoRR, 2023

Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation.
CoRR, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CiteTracker: Correlating Image and Text for Visual Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Transferable Decoding with Visual Entities for Zero-Shot Image Captioning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Joint Visual Grounding and Tracking with Natural Language Specification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking.
ACM Trans. Multim. Comput. Commun. Appl., 2022

SiamCorners: Siamese Corner Networks for Visual Tracking.
IEEE Trans. Multim., 2022

Fast Extended Inductive Robust Principal Component Analysis With Optimal Mean.
IEEE Trans. Knowl. Data Eng., 2022

Object Tracking via Spatial-Temporal Memory Network.
IEEE Trans. Circuits Syst. Video Technol., 2022

Target-Aware State Estimation for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

TCDesc: Learning Topology Consistent Descriptors for Image Matching.
IEEE Trans. Circuits Syst. Video Technol., 2022

Noise-Suppressing Deep Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

STCDesc: Learning deep local descriptor using similar triangle constraint.
Knowl. Based Syst., 2022

AAGCN: Adjacency-aware Graph Convolutional Network for person re-identification.
Knowl. Based Syst., 2022

Accurate bounding-box regression with distance-IoU loss for visual tracking.
J. Vis. Commun. Image Represent., 2022

Structural target-aware model for thermal infrared tracking.
Neurocomputing, 2022

Uni6Dv3: 5D Anchor Mechanism for 6D Pose Estimation.
CoRR, 2022

How Image Generation Helps Visible-to-Infrared Person Re-Identification?
CoRR, 2022

Towards Complete-View and High-Level Pose-based Gait Recognition.
CoRR, 2022

SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation.
CoRR, 2022

Audio-Visual MLP for Scoring Sport.
CoRR, 2022

Global Tracking via Ensemble of Local Trackers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation.
IEEE Trans. Serv. Comput., 2021

Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking.
IEEE Trans. Multim., 2021

Self-Supervised Deep Correlation Tracking.
IEEE Trans. Image Process., 2021

Filter pruning-based two-step feature map reconstruction.
Signal Image Video Process., 2021

Semi-Supervised Multi-View Deep Discriminant Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Adaptive ensemble perception tracking.
Neural Networks, 2021

Learning dual-margin model for visual tracking.
Neural Networks, 2021

Interactive convolutional learning for visual tracking.
Knowl. Based Syst., 2021

Deep 3D human pose estimation: A review.
Comput. Vis. Image Underst., 2021

Active Learning for Deep Visual Tracking.
CoRR, 2021

Crop-Transform-Paste: Self-Supervised Learning for Visual Tracking.
CoRR, 2021

Saliency-Associated Object Tracking.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2020

PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark.
IEEE Trans. Multim., 2020

Visual object tracking via collaborative correlation filters.
Signal Image Video Process., 2020

Dual-regression model for visual tracking.
Neural Networks, 2020

Visual object tracking with adaptive structural convolutional network.
Knowl. Based Syst., 2020

Robust visual tracking with correlation filters and metric learning.
Knowl. Based Syst., 2020

Learning target-focusing convolutional regression model for visual object tracking.
Knowl. Based Syst., 2020

SiamAtt: Siamese attention network for visual tracking.
Knowl. Based Syst., 2020

TRBACF: Learning temporal regularized correlation filters for high performance online visual object tracking.
J. Vis. Commun. Image Represent., 2020

Group sparse additive machine with average top-k loss.
Neurocomputing, 2020

TCDesc: Learning Topology Consistent Descriptors for Image Matching.
CoRR, 2020

Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking.
CoRR, 2020

TCDesc: Learning Topology Consistent Descriptors.
CoRR, 2020

SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020


Multi-Task Driven Feature Models for Thermal Infrared Tracking.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Dual Pursuit for Subspace Learning.
IEEE Trans. Multim., 2019

Multiple object tracking by reliable tracklets.
Signal Image Video Process., 2019

Hierarchical spatial-aware Siamese network for thermal infrared object tracking.
Knowl. Based Syst., 2019

Region-filtering correlation tracking.
Knowl. Based Syst., 2019

Distracter-aware tracking via correlation filter.
Neurocomputing, 2019

Low-Rank Projection Learning via Graph Embedding.
Neurocomputing, 2019

Multiple pedestrian tracking by combining particle filter and network flow model.
Neurocomputing, 2019

Multi-Task Driven Feature Models for Thermal Infrared Tracking.
CoRR, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Target-Aware Deep Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Unified Sparse Subspace Learning via Self-Contained Regression.
IEEE Trans. Circuits Syst. Video Technol., 2018

Joint of locality- and globality-preserving projections.
Signal Image Video Process., 2018

Discriminative collaborative representation-based tracking.
J. Electronic Imaging, 2018

Enhancing social network privacy with accumulated non-zero prior knowledge.
Inf. Sci., 2018

Region-filtering Correlation Tracking.
CoRR, 2018

PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark.
CoRR, 2018

2017
Robust Object Tracking via Key Patch Sparse Representation.
IEEE Trans. Cybern., 2017

Joint sparse principal component analysis.
Pattern Recognit., 2017

Deep convolutional neural networks for thermal infrared object tracking.
Knowl. Based Syst., 2017

Particle Filter Re-detection for Visual Tracking via Correlation Filters.
CoRR, 2017

Hierarchical Siamese Network for Thermal Infrared Object Tracking.
CoRR, 2017

Visual object tracking based on particle filter re-detection.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Multiple feature fused for visual tracking via correlation filters.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Robust principal component analysis via joint ℓ2, 1-norms minimization.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Sparse selective kernelized correlation filter model for visual object tracking.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Distracter-aware correlation filter tracking.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Thermal infrared object tracking via Siamese convolutional neural networks.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Multiple object tracking by incorporating a particle filter into the min-cost flow model.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Robust principal component analysis via feature self-representation.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

2016
Connected Component Model for Multi-Object Tracking.
IEEE Trans. Image Process., 2016

Visual tracking via exemplar regression model.
Knowl. Based Syst., 2016

A multi-view model for visual tracking via correlation filters.
Knowl. Based Syst., 2016

Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The Visual Object Tracking VOT2016 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Multiple Object Tracking Based on Robust Network Flow Model.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

A New Template Update Scheme for Visual Tracking.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

A Robust Appearance Model for Object Tracking.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015
A robust local sparse tracker with global consistency constraint.
Signal Process., 2015

Single object tracking via robust combination of particle filter and sparse representation.
Signal Process., 2015

One global optimization method in network flow model for multiple object tracking.
Knowl. Based Syst., 2015

Real-Time Affine Tracking Using Re-located Lucas-Kanade Algorithm.
Proceedings of the Third International Conference on Robot, Vision and Signal Processing, 2015

Visual Tracking via Local Sparse Correlation Filters.
Proceedings of the Third International Conference on Robot, Vision and Signal Processing, 2015

2014
A novel joint tracker based on occlusion detection.
Knowl. Based Syst., 2014

Protecting Data Privacy from Being Inferred from High Dimensional Correlated Data.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

An efficient and practical calibration method for roadside camera using two vanishing points.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Fast mode selection algorithm based on derived layer.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Design and implementation of one vertical video search engine.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

The robust patches-based tracking method via sparse representation.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Reader Emotion Prediction Using Concept and Concept Sequence Features in News Headlines.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

A Sentence Vector Based Over-Sampling Method for Imbalanced Emotion Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

A new sampling approach for classification of imbalanced data sets with high density.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2010
Writer identification using fractal dimension of wavelet subbands in gabor domain.
Integr. Comput. Aided Eng., 2010

2008
A Wavelet-based Statistical Method for Chinese Writer Identification.
Proceedings of the Applied Pattern Recognition, 2008

Writer identification of Chinese handwriting documents using hidden Markov tree model.
Pattern Recognit., 2008

Writer identification using global wavelet-based features.
Neurocomputing, 2008

2006
Handwriting-based personal identification.
Int. J. Pattern Recognit. Artif. Intell., 2006

Optimal doublecast path in hexagonal honeycomb mesh.
Appl. Math. Comput., 2006

Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
A wavelet-based approach to ridge thinning in fingerprint images.
Int. J. Pattern Recognit. Artif. Intell., 2005

A contourlet-based method for writer identification.
Proceedings of the IEEE International Conference on Systems, 2005

Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach.
Proceedings of the Advances in Intelligent Computing, 2005

Similarity Measurement for Off-Line Signature Verification.
Proceedings of the Advances in Intelligent Computing, 2005

A Novel Method for Off-line Handwriting-based Writer Identification.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A Global-to-Local Matching Strategy for Registering Retinal Fundus Images.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Skeleton Representation of Character Based on Multiscale Approach.
Proceedings of the Computational Intelligence and Security, International Conference, 2005


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