ASformer: A Transformer-based Model with Adaptive Segmentation and Cross-Variate Attention for Time Series Forecasting
Z. Zhao, C. Zhang, F. Wu, D. Zhang, and Z. Zheng
Under review, 2025.
paper

A Survey of Single Object Tracking Algorithms Based on Transformer
D. Zhang, D. Xu, Z. Yu, K. Jiang, W. Tian, and Z. Zheng
Under review, 2025.
paper

UAUTrack: Towards Unified Multimodal Anti-UAV Visual Tracking
Q. Ren, D. Zhang, C. Tian, and D. Zhang
Under review, 2025.
paper

IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection
X. Chen, L. Zhao, C. Yang, D. Zhang, Z. Chen, J. Lou, Z. Zheng, S. Jeon, and H. Wang
Under review, 2025.
paper

Optical Flow Matters: Rethinking Motion Matching for Multi-Object Tracking
Y. Wang, D. Zhang, C. Yang, M. Li, Z. Zheng, W. Liu, S. Jeon, H. Wang, and C. Huang
Under review, 2025.
paper

AETrack++: Robust Multi-Object Tracking via Trajectory Age Extension and Motion Refinement
G. Zhao, C. Yang, L. Fang, D. Zhang, and Z. Zheng
Under review, 2025.
paper

GLKA-UNet: A Global-Local Aware UNet with KAN Attention for Infrared Small Target Detection
X. Zhang, S. Jin, X. Chen, C. Yang, D. Zhang, and Z. Zheng
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2025. Accepted
paper

CGReg: Classiffcation-Guided Point Cloud Registration via Equivariant Learning
Q. Wu, C. Yang, L. Fang, D. Zhang, and Z. Zheng
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2025. Accepted
paper

Learning Joint Detection and Depth Estimation for Multiple Object Tracking in UAV Scenarios
Y. Wu, D. Zhang, Y. Wang, Y. Wang, C. Yang, X. He, and Z. Zheng
Under review, 2025.
paper

Adversarial Attack for RGB-Event based Visual Object Tracking
Q. Chen, X. Wang, H. Wang, B. Jiang, L. Zhu, D. Zhang, Y. Tian, and J. Tang
Under review, 2025.
arXiv   code

Template-Free Tracking Guidance for Transformer Trackers
X. Wang, D. Zhang, C. Yang, J. Lou, Y. Jiang, and Z. Zheng
Under review, 2025.
paper   code

AMTrack: Exploiting All Mamba Fusion for Efficient RGB-D Tracking
G. Ying, D. Zhang, X. Wang, C. Yang, H. Wang, C. Huang, and Z. Zheng
Under review, 2025.
paper   code

MKS-YOLO: A Multi-kernel Dynamic Selection Network for Object Detection in Remote Sensing Images
S. Guo, X. He*, Z. Zheng, D. Zhang, X. He, and W. Xia
Under review, 2025.
paper

Interdependent Diversity-Alternated Teaching for Semi-Supervised Medical Image Segmentation
W. Xia, X. He*, Z. Zheng, D. Zhang, X. He, and S. Guo
Under review, 2025.
paper

Three-Branch Multi-Stage Fusion Network for RGB-T Object Tracking
X. Wang, D. Zhang*, C. Yang, Z. Wang, H. Chen, and Z. Zheng
Journal of Image and Graphics (JIG), 2025. Accepted
paper

Exploring Frequency Domain Feature Fusion for Robust RGBT Tracking
T. Han, D. Zhang, and Z. Zheng
Under review, 2024.
paper   code

Adaptive Prompts for RGB-T Tracking: A Multimodal Feature Fusion Approach
T. Han, D. Zhang*, G. Ying, Z. Ou, and Z. Zheng*
Under review, 2024.
paper

Open-Vocabulary Multi-Object Tracking with Domain Generalized and Temporally Adaptive Features
R. Li, D. Zhang, Y. Wang, Y. Jiang, Z. Zheng*, S. Jeon, and H. Wang
IEEE Transactions on Multimedia (TMM), 2025.
paper

Multifrequency Integration and Scale-Frequency Linear Attention for Aerial Tracking
D. Zhang, Y. Wang, Y. Wu, X. He, S. Jeon, Y. Sun, Y. Jiang, and Z. Zheng
IEEE Transactions on Instrumentation and Measurement (TIM), 2025.
paper   code

PD-SORT: Occlusion-Robust Multi-Object Tracking Using Pseudo-Depth Cues
Y. Wang, D. Zhang*, R. Li, Z. Zheng, and M. Li
IEEE Transactions on Consumer Electronics (TCE), 2025.
paper   arXiv   code

Mask Guided Frequency Feature Fusion for Visible-Infrared Remote Sensing Object Detection
X. Chen, S. Jin, L. Zhao, C. Yang, D. Zhang, X. Wang, X. He, H. Wang, Z. Chen, and Z. Zheng
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025.
paper

A Complementary Dual-Model Approach for Weakly Supervised Salient Object Detection
L. Chen, D. Zhang, X. Wang, C. Wan, S. Jin, and Z. Zheng*
Pattern Recognition (PR), 2025.
paper

CATrack: Condition-Aware Multi-Object Tracking with Temporally Enhanced Appearance Features
Y. Wang, R. Li, D. Zhang*, M. Li, J. Cao, and Z. Zheng
Knowledge-Based Systems (KBS), 2025.
paper

Temporal Adaptive Bidirectional Bridging for RGB-D Tracking
G. Ying, D. Zhang*, Z. Ou, X. Wang, and Z. Zheng
Pattern Recognition (PR), 2025.
paper

Convolutional Attention Fusion for RGBT Tracking
D. Zhang, X. Wang, X. Xiao, H. Chen, and Z. Zheng
IEEE Signal Processing Letters (SPL), 2025.
paper

A Review of Object Tracking Based on Deep Learning
G. Zhao, F. Meng, C. Yang, H. Wei, D. Zhang, and Z. Zheng
Neurocomputing (NEUCOM), 2025.
paper

Research Progress of RGB-T Object Tracking Based on Deep Learning
D. Zhang, X. Wang, X. He, and Z. Zheng
Computer Engineering and Applications (CEA), 2025.
paper

Probabilistic Assignment with Decoupled IoU Prediction for Visual Tracking
D. Zhang, X. Xiao, Z. Zheng, Y. Jiang, and Y. Yang
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
paper

Towards Universal and Sparse Adversarial Examples for Visual Object Tracking
J. Sheng, D. Zhang*, J. Chen, X. Xiao, and Z. Zheng
Applied Soft Computing (ASOC), 2024.
paper   project

UBPT: Uni-directional and Bi-directional Prompts for RGBD Tracking
Z. Ou, D. Zhang*, G. Ying, and Z. Zheng*
IEEE Sensors Journal (JSEN), 2024.
paper

When Decoupled GCN Meets Group Discrimination: A Special Graph Contrastive Learning Framework
Y. Gao, Y. Sun, S. Jin, D. Zhang, J. Cao, and Z. Zheng
Neurocomputing (NEUCOM), 2024.
paper

A Survey of RGB-Depth Object Tracking
Z. Ou, G. Ying, D. Zhang*, and Z. Zheng
Journal of Computer-Aided Design & Computer Graphics (JCADCG), 2024.
paper

Spatio-Temporal IoU Constraints Based Adversarial Defense Method for Object Tracking
J. Sheng, D. Zhang, T. Cai, X. Xiao, Z. Zheng, and Y. Jiang
Pattern Recognition and Artificial Intelligence (PR&AI), 2024.
paper

A Lightweight Road Crack Detection Algorithm Based on Improved YOLOv7 Model
J. He, Y. Wang, Y. Wang, R. Li, D. Zhang*, and Z. Zheng
Signal, Image and Video Processing (SIVP), 2024.
paper

Improved SiamCAR with Ranking-based Pruning and Optimization for Efficient UAV Tracking
X. Jin, D. Zhang*, Q. Wu, X. Xiao, P. Zhao, and Z. Zheng
Image and Vision Computing (IVC), 2023.
paper

Learning Local-Global Feature Representation for Pedestrian Detection and Re-identification
T. Cai, D. Zhang*, Y. Wang, and Z. Zheng
Asian Conference on Artificial Intelligence Technology (ACAIT), 2023.
paper

UAST: Uncertainty-Aware Siamese Tracking
D. Zhang, Y. Fu, and Z. Zheng
International Conference on Machine Learning (ICML), 2022.
paper   project

Cross Channel Aggregation Similarity Network for Salient Object Detection
L. Chen, H. Liu, J. Mo, D. Zhang, J. Yang, F. Lin, Z. Zheng, and R. Jia
International Journal of Machine Learning and Cybernetics (JMLC), 2022.
paper

Visual Tracking via Hierarchical Deep Reinforcement Learning
D. Zhang, Z. Zheng, R. Jia, and M. Li
AAAI Conference on Artificial Intelligence (AAAI), 2021.
paper   poster

CSART: Channel and Spatial Attention-Guided Residual Learning for Real-Time Object Tracking
D. Zhang, Z. Zheng, M. Li, and R. Liu
Neurocomputing (NEUCOM), 2021.
paper

Single Image Super-Resolution Via Global-Context Attention Networks
P. Bian, Z. Zheng, D. Zhang, L. Chen, and M. Li
IEEE International Conference on Image Processing(ICIP), 2021.
paper

Light-Weight Multi-channel Aggregation Network for Image Super-Resolution
P. Bian, Z. Zheng, and D. Zhang
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2021.
paper

Reinforced Similarity Learning: Siamese Relation Networks for Robust Object Tracking
D. Zhang, Z. Zheng, M. Li, X. He, T. Wang, L. Chen, R. Jia, and F. Lin
ACM International Conference on Multimedia (MM), 2020.
paper

Learning Fine-Grained Similarity Matching Networks for Visual Tracking
D. Zhang, Z. Zheng, X. He, L. Su, and L. Chen
ACM International Conference on Multimedia Retrieval (ICMR), 2020.
paper   poster

High Performance Visual Tracking with Siamese Actor-Critic Network
D. Zhang, and Z. Zheng
IEEE International Conference on Image Processing (ICIP), 2020.
paper

Joint Representation Learning with Deep Quadruplet Network for Real-Time Visual Tracking
D. Zhang, and Z. Zheng
IEEE International Joint Conference on Neural Networks (IJCNN), 2020.
paper

Research on Visual Object Tracking Based on Deep Learning
Dawei Zhang
Advisor: Prof. Zhonglong Zheng and Prof. Xiaoqin Zhang
Committee: Professors Changsheng Xu, Jun Shao, Jianmin Han, Xiaobo Li, Hao Peng
Department of Computer Science, Zhejiang Normal University, 2022.
paper   slide