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学术论文
2025
  • W. Zhang, M. Zhou, J. Cheng, Y. Liu and W. Zhang, "C2P-Net: Comprehensive Depth Map to Planar Depth Conversion for Room Layout Estimation," in IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI),2025, doi: 10.1109/TPAMI.2025.3540084.
  • Y. Jia, Y. Song, J. Cheng, J. Jin, W. Zhang, S. X. Yang and S. Kwong, "A Deep Reinforcement Learning Approach Using Asymmetric Self-Play for Robust Multirobot Flocking," in IEEE Transactions on Industrial Informatics(T-II),2025, doi: 10.1109/TII.2024.3523576.
  • R. Cong, N. Yang, H. Liu, D. Zhang, Q. Huang, S. Kwong and W. Zhang, "TRNet: Two-Tier Recursion Network for Co-Salient Object Detection," in IEEE Transactions on Circuits and Systems for Video Technology(T-CSVT),2025, doi: 10.1109/TCSVT.2025.3534908.
  • J. Cui, T. Liu, Z. Meng, J. Yu, R. Song, W. Zhang, S. Huang and Y. Zhu, "GROVE: Generalized Reward for Open-Vocabulary Physical Skill Variability Enhancement," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
  • H. Fang, R. Cong, X. Lu, X. Zhou, S. Kwong and W. Zhang, "Decoupled motion expression video segmentation," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
2024
  • L. Zhang, R. Song, W. Tan, L. Ma and W. Zhang, "IGCN: A Provably Informative GCN Embedding for Semi-Supervised Learning With Extremely Limited Labels," in IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI),2024, doi: 10.1109/TPAMI.2024.3404655.
  • Z. Li, Y. Zhong, R. Song, T. Li, L. Ma and W. Zhang, "DeTAL: Open-Vocabulary Temporal Action Localization With Decoupled Networks," in IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI),2024, doi: 10.1109/TPAMI.2024.3395778.
  • L. Zhang, Y. Wang, R. Song, M. Zhang, X. Li and W. Zhang, "Neighborhood-Aware Mutual Information Maximization for Source-Free Domain Adaptation," in IEEE Transactions on Multimedia(T-MM),2024, doi: 10.1109/TMM.2024.3394971.
  • Q. Zhang, L. Zhang, R. Song, R. Cong, Y. Liu and W. Zhang, "Learning Common Semantics via Optimal Transport for Contrastive Multi-View Clustering," in IEEE Transactions on Image Processing(T-IP),2024, doi: 10.1109/TIP.2024.3436615.
  • T. Li, Y. Luo, W. Zhang, L. Duan and J. Liu, "HARDer-Net: Hardness-Guided Discrimination Network for 3D Early Activity Prediction," in IEEE Transactions on Circuits and Systems for Video Technology(T-CSVT),2024, doi: 10.1109/TCSVT.2024.3429182.
  • T. Li, Y. Luan, Z. Pang and W. Zhang, "Structural Digital Twin Modeling and Adaptive Pretrain-Finetune Learning for Dynamic Impact Identification on Wind Turbine Blades," in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS(T-II),2024, doi: 10.1109/TII.2024.3393111.
  • H. Zhang, J. Chen, J. Cheng, Y. Li, S. X. Yang and W. Zhang, "Nowhere to Go: Benchmarking Multirobot Collaboration in Target Trapping Environment," in IEEE Transactions on Industrial Electronics(T-IE),2024, doi: 10.1109/TIE.2024.3366205.
  • R. Cong, H. Xiong, J. Chen, W. Zhang, Q. Huang and Y. Zhao, "Query-Guided Prototype Evolution Network for Few-Shot Segmentation," in IEEE Transactions on Multimedia(T-MM),2024, doi: 10.1109/TMM.2024.3352921.
  • X. Jia, Y. Shen, J. Yang, R. Song, W. Zhang, M. Q-H. Meng, J. C. Liao and L. Xing, "PolypMixNet: Enhancing semi-supervised polyp segmentation with polyp-aware augmentation." Computers in Biology and Medicine,2024, doi:10.1016/j.compbiomed.2024.108006.
  • Zhang D, Du J, Shi J, Zhang Y, Jia S, Liu X, Wu Y, An Y, Zhu S, Pan D, Zhang W, Zhang Y, Feng S."A fully automatic MRI-guided decision support system for lumbar disc herniation using machine learning," JOR Spine,2024, doi: 10.1002/jsp2.1342.
  • R. Cao, Z. Yang, R. Song, Z. Meng, R. Wang and W. Zhang, "MPP: Multiscale Path Planning for UGV Navigation in Semi-structured Environments," 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS),2024, doi: 10.1109/IROS58592.2024.10801877.
  • D. Li, C. Zhao, S. Yang, R. Song, X. Li and W. Zhang, "MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes," 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS),2024, doi: 10.1109/IROS58592.2024.10802784.
  • W. Zhao, J. Chen, Z. Meng, D. Mao, R. Song and W. Zhang,"Vision-Language Model Predictive Control for Robotic Manipulation," Robotics: Science and Systems (RSS), 2024.
  • H. Liu, R. Cong, H. Li, Q. Xu, Q. Huang and W. Zhang,"ESNet: Evolution and succession network for high-resolution salient object detection,"International Conference on Machine Learning (ICML), 2024.
2023
  • Y. Wang, L. Zhang, R. Song, H. Li, P. L. Rosin and W. Zhang, "Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation " International Journal of Computer Vision(IJCV),2023, doi:10.1007/s11263-023-01955-y.
  • Y. Jia, Y. Song, B. Xiong, J. Cheng, W. Zhang, S. X. Yang and S. Kwong, "Hierarchical Perception-Improving for Decentralized Multi-Robot Motion Planning in Complex Scenarios," in IEEE Transactions on Intelligent Transportation Systems,2023, doi: 10.1109/TITS.2023.3344518.
  • L. Zhu, J. Cheng, H. Zhang, W. Zhang and Y. Liu, "Multi-Robot Environmental Coverage With a Two-Stage Coordination Strategy via Deep Reinforcement Learning," in IEEE Transactions on Intelligent Transportation Systems(T-ITS),2023, doi: 10.1109/TITS.2023.3333409.
  • R. Cong, W. Yang, W. Zhang, C. Li, C.-L. Guo, Q. Huang and S. Kwong, "PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN With Dual-Discriminators," in IEEE Transactions on Image Processing(T-IP),2023, doi: 10.1109/TIP.2023.3286263.
  • W. Tan, X. Fang, W. Zhang, R. Song, T. Chen, Y. Zheng and Y. Li, "A Hierarchical Framework for Quadruped Omnidirectional Locomotion Based on Reinforcement Learning," in IEEE Transactions on Automation Science and Engineering(T-ASE),2023, doi: 10.1109/TASE.2023.3310945.
  • S. Xie, R. Song, Y. Zhao, X. Huang, Y. Li and W. Zhang, "Circular Accessible Depth: A Robust Traversability Representation for UGV Navigation," in IEEE Transactions on Robotics(T-RO),2023, doi: 10.1109/TRO.2023.3308780.
  • R. Song, W. Zhang, Y. Zhao, Y. Liu and P. L. Rosin, "3D Visual Saliency: An Independent Perceptual Measure or a Derivative of 2D Image Saliency?," in IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI),2023, doi: 10.1109/TPAMI.2023.3287356.
  • S. Yang, W. Zhang, R. Song, J. Cheng, H. Wang and Y. Li, "Watch and Act: Learning Robotic Manipulation From Visual Demonstration," in IEEE Transactions on SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS(T-SMC),2023, doi: 10.1109/TSMC.2023.3248324.
  • S. Yang, S. Song, S. Chu, R. Song, J. Cheng, Y. Li and W. Zhang, "Heuristics Integrated Deep Reinforcement Learning for Online 3D Bin Packing," in IEEE Transactions on UTOMATION SCIENCE AND ENGINEERING(T-ASE),2023, doi: 10.1109/TASE.2023.3235742.
  • Z. Li, X. Gong, R. Song, P. Duan, J. Liu and W. Zhang, "SMAM: Self and Mutual Adaptive Matching for Skeleton-Based Few-Shot Action Recognition," in IEEE Transactions on Image Processing(T-IP),2023, doi: 10.1109/TIP.2022.3226410.
  • Q. Zhang, M. Zhang, J. Liu, X. He, R. Song and W. Zhang, "Unsupervised Maritime Vessel Re-Identification With Multi-Level Contrastive Learning," in IEEE Transactions on INTELLIGENT TRANSPORTATION SYSTEMS(T-ITS),2023, doi: 10.1109/TITS.2023.3243591.
  • S. Song, S. Yang, R. Song, S. Chu, Y. Li and W. Zhang, "Towards online 3d bin packing: Learning synergies between packing and unpacking via drl." in Proceeding of Conference on Robot Learning (CoRL), 2023.
  • S. Lian, H. Li, R. Cong, S. Li, W. Zhang and S. Kwong, "WaterMask: Instance Segmentation for Underwater Imagery," 2023 IEEE International Conference on Computer Vision(ICCV),2023, doi: 10.1109/ICCV51070.2023.00126.
  • R. Cong, Y. Guan, J. Chen, W. Zhang, Y. Zhao and S. Kwong, "SDDNet: Style-guided dual-layer disentanglement network for shadow detection," in Proceeding of ACM Multimedia (ACM MM),2023, doi:10.1145/3581783.3612482
  • R. Cong, M. Sun, S. Zhang, X. Zhou, W. Zhang, and Y.Zhao, "Frequency perception network for camouflaged object detection," in Proceeding of ACM Multimedia (ACM MM),2023, doi:10.1145/3581783.3612083
  • R. Cong, H. Liu, C. Zhang, W. Zhang, F. Zheng, R. Song, and S. Kwong, "Point-aware interaction and CNN-induced refinement network for RGB-D salient object detection," in Proceeding of ACM Multimedia (ACM MM),2023, doi:10.1145/3581783.361198.
  • S. Cao, W. Luo, B. Wang, W. Zhang and L. Ma, "E2E-LOAD: End-to-End Long-form Online Action Detection," 2023 IEEE/CVF International Conference on Computer Vision (ICCV),2023, doi: 10.1109/ICCV51070.2023.00956.
  • F. Zhong, X. Bi, Y. Zhang, W. Zhang and Y. Wang, "RSPT: Reconstruct Surroundings and Predict Trajectories for Generalizable Active Object Tracking," in Proceeding of 37st AAAI Conference on Artificial Intelligence (AAAI), 2023, doi:10.1609/aaai.v37i3.25482.
2022
  • L. Zhang, M. Zhang, R. Song, Z. Zhao and X. Li, "Unsupervised Embedding Learning With Mutual-Information Graph Convolutional Networks," in IEEE Transactions on Multimedia(T-MM), 2022, doi: 10.1109/TMM.2022.3200852.
  • H. Zhang, R.Song, L. Wang, D.Wang, C. Wang and W. Zhang "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks," in IEEE Transactions on Medical Imaging(T-MI),2022, doi: 10.1109/TMI.2022.3219260.
  • J. Sheng, Y. Chen, F. Xing,W. Zhang, R. Song, Y. Zheng and Y. Li, "Bio-Inspired Rhythmic Locomotion for Quadruped Robots," in IEEE Robotics and Automation Letters(RA-L), 2022, doi: 10.1109/LRA.2022.3177289.
  • S. Yang, W. Zhang, R. Song, W. Lu, H. Wang and Y. Li, "Explicit-to-Implicit Robot Imitation Learning by Exploring Visual Content Change," in IEEE/ASME Transactions on Mechatronics(TMECH), 2022, doi: 10.1109/TMECH.2022.3166993.
  • R. Song, W. Zhang, Y. Zhao, Y. Liu."Unsupervised Multi-View CNN for Salient View Selection and 3D Interest Point Detection," International Journal of Computer Vision(IJCV),2022, doi:10.1007/978-3-030-58529-7_27
  • H. Zhang, J. Cheng, L. Zhang, W. Zhang. "H2GNN: Hierarchical-Hops Graph Neural Networks for Multi-Robot Exploration in Unknown Environments", IEEE Robotics and Automation Letters (RA-L),2022, doi: 10.1109/LRA.2022.3146912, 2022.
  • J. Chen, W. Luo, W. Zhang and L. Ma, "Explore Inter-Contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding," in Proceedings of 36th AAAI Conference on Artificial Intelligence (AAAI),2022, doi:10.1609/aaai.v36i1.19902.
  • S. Cao, B. Wang, W. Zhang and L. Ma,"Visual Consensus Modeling for Video-Text Retrieval," in 36th AAAI Conference on Artificial Intelligence (AAAI), 2022, doi:10.1609/aaai.v36i1.19891.
2021
  • W. Zhang, Y. Zhang, R. Song, Y. Liu and W. Zhang, "3D Layout Estimation via Weakly Supervised Learning of Plane Parameters From 2D Segmentation," in IEEE Transactions on Image Processing(T-IP), 2021,doi: 10.1109/TIP.2021.3131025.
  • T. Li, W. Zhang, R. Song, Z. Li, J. Liu, X. Li and S. Li, "PoT-GAN: Pose Transform GAN for Person Image Synthesis," in IEEE Transactions on Image Processing(T-IP),2021, doi: 10.1109/TIP.2021.3104183.
  • Z. Rao, Y. Wu, Z. Yang, W. Zhang, S. Lu, W. Lu, Z. Zha, "Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning," in IEEE Transactions on Neural Networks and Learning Systems(T-NNLS), 2021, doi: 10.1109/TNNLS.2021.3057424.
  • R. Song, W. Zhang, Y. Zhao, Y. Liu and P. L. Rosin, "Mesh Saliency: An Independent Perceptual Measure or A Derivative of Image Saliency?,"in Proceedings of 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), 2021, doi: 10.1109/CVPR46437.2021.00874.
  • T. Li, J. Liu, W. Zhang, Y. Ni, W. Wang and Z. Li, "UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles," in Proceedings of 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR),2021, doi:10.1109/CVPR46437.2021.01600.
  • X. Huang, W. Chen, W. Zhang, R. Song, J. Cheng and Y. Li, "Autonomous Multi-View Navigation via Deep Reinforcement Learning," in Proceedings of 2021 IEEE International Conference on Robotics and Automation (ICRA),2021, doi: 10.1109/ICRA48506.2021.9561631.
  • S. Yang, W. Zhang, R. Song, J. Cheng and Y. Li, "Learning Multi-Object Dense Descriptor for Autonomous Goal-Conditioned Grasping," in Proceedings of IEEE Robotics and Automation Letters(ICRA), 2021, doi: 10.1109/LRA.2021.3062300.
  • X. Huang, H. Deng, W. Zhang, R. Song and Y. Li, "Towards Multi-Modal Perception-Based Navigation: A Deep Reinforcement Learning Method," in Proceedings of IEEE Robotics and Automation Letters(ICRA), 2021, doi: 10.1109/LRA.2021.3064461.
  • Z. Yang, S. Yang, S. Song, W. Zhang,R. Song,J. Chen,Y. Li, "PackerBot: Variable-Sized Product Packing with Heuristic Deep Reinforcement Learning," in Proceedings of 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),2021, doi: 10.1109/IROS51168.2021.9635914.
  • W. Tan, X. Fang, W. Zhang, R. Song, T. Chen, Y. Zheng and Y. Li, "A Hierarchical Framework for Quadruped Locomotion Based on Reinforcement Learning,"in Proceedings of 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),2021, doi: 10.1109/IROS51168.2021.9636757.
2020
  • W. Zhang, Q. Zhang, W. Zhang, J. Gu and Y. Li, "From Edge to Keypoint: An End-to-End Framework for Indoor Layout Estimation," in IEEE Transactions on Multimedia (T-MM),2020, doi: 10.1109/TMM.2020.3042669.
  • K. Song, W. Zhang, R. Song and Y. Li,"Online Decision Based Visual Tracking via Reinforcement Learning," in Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2020.
  • K. Zhu, W. Chen, W. Zhang, R. Song and Y. Li, "Autonomous Robot Navigation Based on Multi-Camera Perception,"in Proceedings of 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),2020, doi: 10.1109/IROS45743.2020.9341304.
  • Y. Fan, S. Chu, W. Zhang, R. Song and Y. Li,"Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator," in Proceedings of 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),2020
  • T. Li, J. Liu, W. Zhang and L. Duan,"HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction," in Proceedings of European Conference on Computer Vision (ECCV), 2020.
  • W. Zhang, W. Zhang and Y. Zhang,"GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes," in Proceedings of European Conference on Computer Vision (ECCV), 2020.
  • R. Song, W. Zhang, Y. Zhao and Y. Liu,"Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes" in Proceedings of European Conference on Computer Vision (ECCV), 2020.
  • S. Yang, W. Zhang, W. Lu, H. Wang and Y. Li, "Cross-context Visual Imitation Learning from Demonstrations,"in Proceedings of 2020 IEEE International Conference on Robotics and Automation (ICRA), doi: 10.1109/ICRA40945.2020.9196868.
  • J. Zhang, W. Zhang, R. Song, L. Ma and Y. Li, "Grasp for Stacking via Deep Reinforcement Learning,"in Proceedings of 2020 IEEE International Conference on Robotics and Automation (ICRA),doi: 10.1109/ICRA40945.2020.9197508.
2019
  • Zhang W, He X, Yu X, et al. "A Multi-scale Spatial-temporal Attention Model for Person Re-identification in Videos",in IEEE Transactions on Image Processing (T-IP), 2019, doi: 10.1109/TIP.2019.2959653.
  • W. Zhang, B.R. Wang, L. Ma, W. Liu. "Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2019, doi: 10.1109/TPAMI.2019.2920899.
  • K. Song, W. Zhang*, W.Z. Lu, Z.J. Zha, X.Y. Ji, Y.B. Li. Visual Object Tracking via Guessing and Matching, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2019, doi: 10.1109/TCSVT.2019.2948600.
  • W. Zhang, X.Y. He, W.Z. Lu. Exploring Discriminative Representations for Image Emotion Recognition with CNNs, IEEE Transactions on Multimedia (T-MM), doi: 10.1109/TMM.2019.2928998, 2019.
  • G.J Zhang, S.J. Lu, W. Zhang*. CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery, IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2019, doi: 10.1109/TGRS.2019.2930982.
  • W. Zhang, X.Y. He, W.Z. Lu, Q. Hong, Y.B. Li. Feature Aggregation with Reinforcement Learning for Video-based Person Re-identification, IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2019, doi: 10.1109/TNNLS.2019.2899588.
  • W.D Zhang, W. Zhang*, J. Gu. Edge-Semantic Learning Strategy for Layout Estimation in Indoor Environment, IEEE Transactions on Cybernetics (T-CYB), doi: 10.1109/TCYB.2019.2895837, 2019.
  • X.Y. Lan, W. Zhang*, S.P. Zhang, D.K. Jain, H.Y. Zhou. Robust Multi-modality Anchor Graph-based Label Prediction for RGB-Infrared Tracking, IEEE Transactions on Industrial Informatics (T-II), 2019, doi: 10.1109/TII.2019.2947293.
  • S. Yang, W. Zhang*, W.Z. Lu, H.S. Wang, Y.B. Li. Learning Actions from Human Demonstration Video for Robotic Manipulation, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019.
  • B.R. Wang, L. Ma, W. Zhang*, W.H. Jiang, J.W. Wang, W. Liu. Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network, in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019.
  • Y.C. Wu, Z.H. Rao, W. Zhang*, S.J. Lu, W.Z. Lu, Z.J. Zha. Exploring the Task Cooperation in Multi-goal Visual Navigation, in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2019.
  • C.H. Xue, L.J. Lu, W. Zhang. MSR: Multi-Scale Shape Regression for Scene Text Detection, in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2019.
  • B.R. Wang, L Ma, W. Zhang*, W.H. Jiang, F Zhang. Hierarchical Photo-Scene Encoder for Album Storytelling, in Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2019.
2018
  • X.Y. He, W. Zhang*. Emotion recognition by assisted learning with convolutional neural networks, Neurocomputing,2018, doi:10.1016/j.neucom.2018.02.073,2018.
  • W.Z. Lu, W.Y. Li, W. Zhang*, S.T. Xia. Expander Recovery Performance of Bipartite Graphs with Girth Greater than 4, IEEE Transactions on Signal and Information Processing over Networks (T-SIPN), 2018, doi: 10.1109/TSIPN.2018.2889229.
  • W. Zhang, K. Song, X.W. Rong, Y.B. Li. Coarse-to-Fine UAV Target Tracking With Deep Reinforcement Learning, IEEE Transactions on Automation Science and Engineering (T-ASE), 2018,doi: 10.1109/TASE.2018.2877499.
  • W. Zhang, Y.M. Li, W.Z. Lu, X.S. Xu, Z.W. Liu, X.Y. Ji. Learning Intra-video Difference for Person Re-identification, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2018,doi: 10.1109/TCSVT.2018.2872957.
  • L. Qu, K.X. Liu, B.C. Yao, J. Tang, W. Zhang*. Real-time Visual Tracking with ELM Augmented Adaptive Correlation Filter, Pattern Recognition Letters (PRL), 2018, doi:10.1016/j.patrec.2018.09.015.
  • W. Zhang, S.N. Hu, K. Liu. Compact appearance learning for video-based person re-identification, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2018, doi: 10.1109/TCSVT.2018.2865749.
  • W. Zhang, W.D. Zhang, K. Liu, J. Gu. A Feature Descriptor based on Local Normalized Difference for Real-World Texture Classification, IEEE Transactions on Multimedia (T-MM), 2018, doi: 10.1109/TMM.2017.2760102.
  • W. Zhang, Q. Chen, W.D. Zhang, X. He. Long-range Terrain Perception using Convolutional Neural Networks, Neurocomputing, 2018, doi:10.1016/j.neucom.2017.09.012.
  • X.Y. He, W. Zhang*, H.F. Zhang, L. Ma, Y.B. Li. Reversible data hiding for high dynamic range images using edge information, Multimedia Tools and Applications, 2018, doi:10.1007/s11042-018-6589-x.
  • W. Zhang, X. Yu, X. He. Learning Bidirectional Temporal Cues for Video-based Person Re-Identification, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2018, doi: 10.1109/TCSVT.2017.2718188.
  • B.W. Wang, L. Ma, W. Zhang*, W. Liu. Reconstruction Network for Video Captioning, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  • T. Sun, W. Zhang*, Z. Wang, Lin Ma, Z. Jie. Image-level to Pixel-wise Labeling: From Theory to Practice, in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  • Y. Wu, W. Zhang* and K. Song. Master-Slave Curriculum Design for Reinforcement Learning, in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  • K. Song, W. Zhang* and X. Rong. UAV Target Tracking with A Boundary-Decision Network, in Proceedings of International Conference on Pattern Recognition (ICPR), 2018.
2017
  • L. Li, J.Yao, H.A. Li, M.H. Xia, W. Zhang. Optimal seamline detection in dynamic scenes via graph cuts for image mosaicking, Machine Vision and Application (MVA), 2017, doi:10.1007/s00138-017-0874-y.
  • W. Zhang, S.N. Hu, K. Liu. Patch-Based Correlation for Deghosting in Exposure Fusion, Information Sciences, 2017, doi:10.1016/j.ins.2017.05.019.
  • W. Zhang, B. Ma, K. Liu, R. Huang. Video-Based Pedestrian Re-Identification by Adaptive Spatio-Temporal Appearance Model, IEEE Transactions on Image Processing (T-IP), 2017, doi: 10.1109/TIP.2017.2672440.
  • M. Xia, J. Yao, R. Xie, L. Li, W. Zhang. Globally Consistent Alignment for Planar Mosaicking via Topology Analysis, Pattern Recognition, 2017., doi:10.1016/j.patcog.2017.01.020
  • W.D. Zhang, W. Zhang*, K. Liu, J. Gu. Learning to Predict High-quality Edge Maps for Room Layout Estimation, IEEE Transactions on Multimedia (T-MM), 2017,doi: 10.1109/TMM.2016.2642780.
  • K. Zhang, W. Zhang*. Loop closure detection based on generative adversarial networks for simultaneous localization and mapping systems, in Proceedings of Chinese Automation Congress (CAC), 2017.
2016
  • L. Li, J. Yao, R.P. Xie, M.H. Xia, W. Zhang. A Unified Framework for Street-View Panorama Stitching, Sensors, 2016, doi:10.3390/s17010001.
  • W. Zhang, S.N. Hu, K. Liu, J. Yao. Motion-free Exposure Fusion based on Inter-consistency and Intra-consistency, Information Sciences, 2016,doi:10.1016/j.ins.2016.10.020.
  • W. Zhang, C. Qu, Lin Ma, J. Guan, R. Huang. Learning Structure of Stereoscopic Image for No-Reference Quality Assessment with CNN, Pattern Recognition, 2016, doi:10.1016/j.patcog.2016.01.034.
  • W. Zhang, K. Liu, W.D. Zhang, Y. Zhang, J. Gu. Deep Neural Networks for wireless localization in indoor and Outdoor Environments, Neurocomputing, 2016, doi:10.1016/j.neucom.2016.02.055.
  • Q. Liu, W. Zhang, H. Li, K. Ngan. Hybrid Human Detection and Recognition in Surveillance, Neurocomputing, 2016, doi:10.1016/j.neucom.2016.02.011.
  • W. Zhang et al. Exploiting Patch-based Correlation for Ghost Removal in Exposure Fusion, in Proceedings of International Conference on Multimedia & Expo (ICME), 2017.
  • X. Lu, J. Yao, Li Li, Y. Liu, and W. Zhang. Edge Chain Detection by Applying Helmholtz Principle on Gradient Magnitude Map, in Proceedings of International Conference on Pattern Recognition (ICPR), 2016.
  • J. Weng, W. Zhang, W.D. Zhang and J. Gao. Pyramid Stereo Matching for Spherical Panoramas, in Proceedings of IEEE International Conference on Visual Communications and Image Processing (VCIP), 2016.
2015
  • W. Zhang, Y. Zhang, L. Ma, J. Guan, S. Gong, "Multimodal Learning for Facial Expression Recognition," Pattern Recognition, 2015, doi:10.1016/j.patcog.2015.04.012.
  • J. Guan, W. Zhang, J. Gu, H. Ren, "No-reference Blur Assessment Based on Edge Modeling," Visual Communication and Image Representation, 2015, doi:10.1016/j.jvcir.2015.01.007.
  • J. Niu and W. Zhang, "Comparative analysis of statistical models in rainfall prediction," 2015 IEEE International Conference on Information and Automation (ICIA), 2015,doi: 10.1109/ICInfA.2015.7279650.
  • K. Liu, B. Ma, W. Zhang and R. Huang, "A Spatio-temporal Appearance Representation for Video-based Pedestrian Re-Identification," 2015 IEEE International Conference on Computer Vision (ICCV), 2015,doi: 10.1109/ICCV.2015.434.
2014
  • P. Duan, G. Tian, W. Zhang. Human localization based on distributed laser range finders, International Journal of Hybrid Information Technology, 2014,doi:10.14257/ijhit.2014.7.3.29.
  • Y. Fu, W. Zhang, M. Mandal, Q. Meng. Computer-Aided Bleeding Detection in WCE Video, IEEE Journal of Biomedical and Health Informatics, (T-JBHI), 2014, doi: 10.1109/JBHI.2013.2257819.
  • W. Zhang, K. Liu, W.D. Zhang, Y. Zhang, and J. Gu. Wi-Fi Positioning Based on Deep Learning, in Proceedings of IEEE International Conference on Information and Automation (ICIA), 2014,doi: 10.1109/ICInfA.2014.6932827. (Best paper award)
  • H. Zhang, F. Zhou, W. Zhang, Z. Chen and X. Yuan. Real-time Action Recognition based on a Modified Deep Belief Network Model, in Proceedings of IEEE International Conference on Information and Automation (ICIA), 2014,doi: 10.1109/ICInfA.2014.6932657.
  • C. Chua, H. Ren, and W. Zhang. Towards a Touchless Master Console for Natural Interactions in Sterilized and Cognitive Robotic Surgery Environments, Robot Intelligence Technology and Applications 2, Advances in Intelligent Systems and Computing, 2014, doi:10.1007/978-3-319-05582-4_69.
2013
  • H. Cheng, S. Wei, W. Zhang, C. Zhang. Phase Retrieval in Lens-based Fresnel Wave Propagation Model, Optical Engineering, 2013,doi:10.1117/1.OE.52.7.074102.
  • T. Liu, W. Zhang, J. Gu and H. Ren. A Laser Radar Based Mobile Robot Localization Method, in Proceedings of IEEE International Conference on Robotics and Biomimetics (ROBIO), 2013.,doi: 10.1109/ROBIO.2013.6739849
  • W. Liu, H. Ren, W. Zhang, and S. Song. Cognitive Tracking of Surgical Instruments Based on Stereo Vision and Depth Sensing, in Proceedings of IEEE International Conference on Robotics and Biomimetics (ROBIO), 2013, doi: 10.1109/ROBIO.2013.6739478. (Best paper award)
  • W. Chi, W. Zhang, J. Gu and H. Ren. A Vision-based Mobile Robot Localization Method, in Proceedings of IEEE International Conference on Robotics and Biomimetics (ROBIO), 2013,doi: 10.1109/ROBIO.2013.6739882.
2012
  • W. Zhang, W. K. Cham. Single Image Refocusing and Defocusing, IEEE Transactions on Image Processing (T-IP), 2012., doi: 10.1109/TIP.2011.2162739
  • W. Zhang, W. K. Cham. Reference-guided Exposure Fusion in Dynamic Scenes, Journal of Visual Communication and Image Representation (VCIR), 2012, doi:10.1016/j.jvcir.2012.01.006.
  • W. Zhang, W. K. Cham. Gradient-directed Multi-exposure Composition, IEEE Transactions on Image Processing (T-IP), 2012, doi: 10.1109/TIP.2011.2170079.
  • Y. Fu, T. Yan, W. Zhang, and Q.-H., Meng. A Partial Differential Equation Algorithm for Image Enhancement, in Proceedings of IEEE International Conference on Information and Automation (ICIA), 2012,doi: 10.1109/ICInfA.2012.6246885.
  • H. Liu, T. Yan, Y. Cheng, W. Zhang, and Q.-H., Meng. Image Segmentation by Improved Level Set Evolution Algorithm, in Proceedings of IEEE International Conference on Information and Automation (ICIA), 2012,doi: 10.1109/ICInfA.2012.6246887.
  • Y. Yu, J. Gu, and W. Zhang. An Automatic Method for Detecting Objects of Interest in Videos Using Surprise Theory, in Proceedings of IEEE International Conference on Information and Automation (ICIA), 2012,doi: 10.1109/ICInfA.2012.6246888.
  • Y. Fu, H. Liu, W. Zhang, and Q.-H., Meng. 3D Shape Recovery of Luminal Wall from WCE Image, in Proceedings of IEEE International Conference on Automation and Logistics (ICAL), 2012,doi: 10.1109/ICAL.2012.6308215.
  • T. Li, W. Zhang, Y. Fu, and Q.-H., Meng. Motion Blur Removal for Humanoid Robots, in Proceedings of IEEE International Conference on Automation and Logistics (ICAL), 2012,doi: 10.1109/ICAL.2012.6308222.
2011before
  • W. Zhang, W. K. Cham. Hallucinating Face in the DCT Domain, IEEE Transactions on Image Processing (T-IP), 2011,doi: 10.1109/TIP.2011.2142001.
  • Y. Fu, W. Zhang, Q. Meng. Storyboard of WCE Video Extraction Based on Frame Difference, International Journal of Information Acquisition (IJIA), 2011,doi:10.1142/S0219878911002501.
  • W. Zhang and W. K. Cham. Gradient-directed Composition of Multi-exposure Images, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, 2010, doi: 10.1109/CVPR.2010.5540168.
  • W. Zhang and W. K. Cham. High Quality Artifact-free Super-resolution, in Proceedings of IEEE International Conference on Image Processing (ICIP), Hong Kong, Sep. 2010. doi: 10.1109/ICIP.2010.5650413.
  • W. Zhang, J. Yao, and W. K. Cham. 3D Modeling from Multiple Images, Lecture Notes in Computer Science (LNCS), Jun. 2010. doi:10.1007/978-3-642-13318-3_13.
  • W. Zhang and W. K. Cham. Single Image Focus Editing, in Proceedings of IEEE International Conference on Computer Vision (ICCV-CRICV), Kyoto, Japan, Oct. 2009. doi: 10.1109/ICCVW.2009.5457520.
  • W. Zhang and W. K. Cham. A Single Image based Blind Super-resolution Approach, in Proceedings of IEEE International Conference on Image Processing (ICIP), San Diego, USA, Oct. 2008, doi: 10.1109/ICIP.2008.4711758.
  • W. Zhang and W. K. Cham. Learning-based Face Hallucination in DCT Domain, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Alaska, USA, Jun. 2008, doi: 10.1109/CVPR.2008.4587604.
  • W. Zhang and W. K. Cham. Image-based Modeling from Multiple Views, in Proceedings of BJ-HK Doctoral Forum, Beijing, China, Dec. 2008.
  • W. Zhang, S. Wei. A Simple Method for 3D Reconstruction from Two Views, International Journal on Graphics, Vision and Image Processing (GVIP),doi:10.1007/978-3-319-48493-8_5, 2005.
  • W. Zhang, Q. Zhang, L. Qu and S. Wei. A Stereo Matching Algorithm Based on Multiresolution and Epipolar Constraint, in Proceedings of International Conference on Image and Graphics (ICIG), Hong Kong, Dec. 2004. doi: 10.1109/ICIG.2004.25.