Selected Journal Papers

  1. Wei 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 (TCSVT), accepted.
  2. S. Zhao, G.R. Li, Wei Zhang*, J.J. Gu, Automatical Intima-Media Border Segmentation on Ultrasound Image Sequences Using a Kalman Filter Snake, IEEE Access, vol 6, pp. 40804-40810, July. 2018.
  3. L. Qu, K.X. Liu, B.C. Yao, J. Tang, Wei Zhang*, Real-time Visual Tracking with ELM Augmented Adaptive Correlation Filter, Pattern Recognition Letters (PRL), 2018. [pdf]
  4. Wei Zhang, S.N. Hu, K. Liu. Compact Appearance Learning for Video-based Person Re-Identification, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), accepted.
  5. Wei 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 (TMM), accepted.
  6. Wei Zhang, Q. Chen, W.D. Zhang, X. He. Long-range Terrain Perception using Convolutional Neural Networks, Neurocomputing, vol. 275, pp. 781-787, 2018. [pdf]
  7. X.Y. He, Wei 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. [pdf]
  8. L. Li, J.Yao*, H.A. Li, M.H. Xia, Wei Zhang. Optimal seamline detection in dynamic scenes via graph cuts for image mosaicking, Machine Vision and Application (MVA), vol 28, issue 8, pp 819-837, Nov. 2017. [pdf]
  9. Wei Zhang, X. Yu, X. He. Learning Bidirectional Temporal Cues for Video-based Person Re-Identification, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), issue 99, pp. 1-1, Jun. 2017.
  10. Wei Zhang, S.N. Hu, K. Liu. Patch-Based Correlation for Deghosting in Exposure Fusion, Information Sciences, 2017.
  11. Wei Zhang, S.N. Hu, K. Liu. Learning Compact Appearance Representation for Video-based Person Re-Identification, arXiv, Feb. 2017. [pdf]
  12. Wei 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.
  13. M. Xia, J. Yao, R. Xie, L. Li, Wei Zhang. Globally Consistent Alignment for Planar Mosaicking via Topology Analysis, Pattern Recognition, Jan. 2017.
  14. W.D. Zhang, Wei Zhang*, K. Liu, J. Gu. Learning to Predict High-quality Edge Maps for Room Layout Estimation, IEEE Transactions on Multimedia (T-MM), no. 99, pp. 1-1, Dec. 2017.
  15. L. Li, J. Yao, R.P. Xie, M.H. Xia, Wei Zhang. A Unified Framework for Street-View Panorama Stitching, Sensors, Dec. 2016 [pdf]
  16. Wei Zhang, S.N. Hu, K. Liu, J. Yao. Motion-free Exposure Fusion based on Inter-consistency and Intra-consistency, Information Sciences, Nov. 2016.
  17. Wei Zhang, C. Qu, Lin Ma, J. Guan, R. Huang, Learning Structure of Stereoscopic Image for No-Reference Quality Assessment with CNN, Pattern Recognition, Nov. 2016. [Project]
  18. Wei Zhang, K. Liu, W.D. Zhang, Y. Zhang, and J. Gu, Deep Neural Networks for wireless localization in indoor and Outdoor Environments, Neurocomputing, Feb. 2016.
  19. Q. Liu, Wei Zhang, H. Li, K. Ngan, Hybrid Human Detection and Recognition in Surveillance, Neurocomputing, Feb. 2016.
  20. Wei Zhang, Y. Zhang, L. Ma, J. Guan, S. Gong, Multimodal Learning for Facial Expression Recognition, Pattern Recognition, vol. 48, no. 10, pp. 3191-3202, Oct. 2015. [Project]
  21. J. Guan, Wei Zhang, J. Gu, H. Ren, No-reference Blur Assessment Based on Edge Modeling, Visual Communication and Image Representation,vol. 29, pp. 1-7, May. 2015. [Project] [Code]
  22. P. Duan, G. Tian and Wei Zhang, Human localization based on distributed laser range finders, International Journal of Hybrid Information Technology, vol. 7, issue 3, pp. 303-315, 2014.
  23. Y. Fu, Wei Zhang, M. Mandal, and Q. Meng, Computer-Aided Bleeding Detection in WCE Video, IEEE Transactions on Information Technology in Biomedicine (T-ITB). 2013.
  24. H. Cheng, S. Wei, Wei Zhang, and C. Zhang, Phase Retrieval in Lens-based Fresnel Wave Propagation Model, Optical Engineering, 52(7), 2013.
  25. Wei Zhang and W. K. Cham, “Single Image Refocusing and Defocusing”, IEEE Transactions on Image Processing (T-IP),vol. 21, no. 2, pp. 873-882, 2012. [Project] [Code & Data]
  26. Wei Zhang and W. K. Cham. Reference-guided Exposure Fusion in Dynamic Scenes. Visual Communication and Image Representation (VCIR), vol.23, no.3, pp.467-475, 2012.
  27. Wei Zhang and W. K. Cham, “Gradient-directed Multi-exposure Composition”, IEEE Transactions on Image Processing (T-IP), vol. 21, no. 4, pp.2318-2323, 2012. [Project] [Code & Data]
  28. Wei Zhang and W. K. Cham, “Hallucinating Face in the DCT Domain”, IEEE Transactions on Image Processing (T-IP), vol. 20, no. 10, pp. 2769–2779, 2011. [Project] [Code & Data]
  29. Y. Fu, Wei Zhang, and Q. Meng, Storyboard of WCE Video Extraction Based on Frame Difference, International Journal of Information Acquisition (IJIA). Vol. 8, No. 4, pp. 315-324, 2011.
  30. Wei Zhang and S. Wei, “A Simple Method for 3D Reconstruction from Two Views”, International Journal on Graphics, Vision and Image Processing (GVIP), vol. 6, pp. 33-37, 2005. [Project]

Selected Conference Papers

  1. C.X. Li, Z.D. Chen, P.F. Zhang, X. Luo, L.Q. Nie, Wei Zhang, X.S. Xu. "SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval", in Proceeding of ACM Multimedia Conference (ACMMM), 2018.
  2. B.W. Wang, L. Ma, Wei Zhang*, W. Liu. “Reconstruction Network for Video Captioning”, in Proceeding of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  3. T. Sun, Wei Zhang*, Z. Wang, Lin Ma, Z. Jie. “Image-level to Pixel-wise Labeling: From Theory to Practice”, in Proceeding of International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  4. Y. Wu, Wei Zhang* and K. Song. “Master-Slave Curriculum Design for Reinforcement Learning”, in Proceeding of International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  5. K. Song, Wei Zhang* and X. Rong. “UAV Target Tracking with A Boundary-Decision Network”, in Proceeding of International Conference on Pattern Recognition (ICPR), 2018.
  6. K. Zhang, Wei Zhang*. "Loop closure detection based on generative adversarial networks for simultaneous localization and mapping systems", Chinese Automation Congress (CAC), 2017.
  7. Wei Zhang et al. “Exploiting Patch-based Correlation for Ghost Removal in Exposure Fusion”, in Proceeding of International Conference on Multimedia & Expo (ICME), 2017.
  8. X. Lu, J. Yao, Li Li, Y. Liu, and Wei Zhang. “Edge Chain Detection by Applying Helmholtz Principle on Gradient Magnitude Map”, in Proceedings of International Conference on Pattern Recognition (ICPR), 2016.
  9. J. Weng, Wei 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.
  10. J. Niu and Wei Zhang, “Comparative Analysis of Statistical Models in Rainfall Prediction”, in Proceedings of IEEE International Conference on Information and Automation (ICIA). 2015.
  11. K. Liu, B. Ma, Wei Zhang and R. Huang, “A Spatio-temporal Appearance Representation for Video-based Pedestrian Re-Identification”, in Proceedings of IEEE International Conference on Computer Vision (ICCV). 2015.
  12. Wei 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. (Best paper award)
  13. H. Zhang, F. Zhou, Wei 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.
  14. C. Chua, H. Ren, and Wei 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, vol. 274, pp. 785-795, 2014.
  15. T. Liu, Wei 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.
  16. W. Liu, H. Ren, Wei 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.(Best paper award)
  17. W. Chi, Wei 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.
  18. Y. Fu, T. Yan, Wei 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.
  19. H. Liu, T. Yan, Y. Cheng, Wei 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.
  20. Y. Yu, J. Gu, and Wei 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.
  21. Y. Fu, H. Liu, Wei 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.
  22. T. Li, Wei 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.
  23. Wei 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, Jun. 2010.
  24. Wei Zhang and W. K. Cham, "High Quality Artifact-free Super-resolution," to appear in Proceedings of IEEE International Conference on Image Processing (ICIP), Hong Kong, Sep. 2010.
  25. Wei Zhang, J. Yao, and W. K. Cham, “3D Modeling from Multiple Images,” Lecture Notes in Computer Science (LNCS), vol.6064, pp. 97-103, Jun. 2010.
  26. Wei Zhang and W. K. Cham, “Single Image Focus Editing,” in Proceedings of IEEE International Conference on Computer Vision (ICCV-CRICV), Kyoto, Japan, Oct. 2009.
  27. Wei 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.
  28. Wei Zhang and W. K. Cham, “Learning-based Face Hallucination in DCT Domain,” in Proceedings of IEEE Conference on Computer Vision and Pattern Recognitio (CVPR), Alaska, USA, Jun. 2008.
  29. Wei Zhang and W. K. Cham, “Image-based Modeling from Multiple Views,” in Proceedings of BJ-HK Doctoral Forum, Beijing, China, Dec. 2008.
  30. Wei 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), pp. 180-183, Hong Kong, Dec. 2004.

中  文

  1. 基于数据融合的表情识别, 四川大学学报, 2016.
  2. 高动态范围成像技术中的鬼影检测与去除方法综述, 计算机科学, 2016.
  3. 基于预测误差拓展的高动态范围图像可逆数据隐藏, 计算机辅助设计与图形学学报,2015.
  4. 基于视觉特征的大范围地形感知, 机器人,2015.
  5. 一种高动态范围图像的可逆数据隐藏算法, 第十七届全国图像图形学学术会议, 2014.
  6. 服务空间中人的定位与跟踪, 中国激光, vol. 41, issue 11, 2014.
  7. 基于超像素分割的无线内窥镜出血图像检测, 吉林大学学报,Vol. 43, No. 2, pp. 510-514, 2013.
  8. 基于空间变化窗口的信息散度算法, 华南理工大学学报, vol. 10, pp. 50-54, 2011.
  9. 摄像机标定系统的设计与实现, 计算机工程, Vol. 33, No. 2, 2007.
  10. 一种图像插补的新方法, 计算机技术与发展, Vol. 16, No. 6, pp. 130-135, 2006.
  11. 基于干涉法的计算全息图的生成, 计算机技术与发展, Vol. 16, No. 3, pp. 40-44, 2006.