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个人简介

哈尔滨工业大学教授、博士生导师。美国布朗大学博士后、香港浸会大学博士后、美国加州大学伯克利分校访问学者。入选国家级青年人才计划。主要研究方向为3D视觉、虚拟数字人等。主持国家自然科学基金4项、华为公司课题10余项。研究成果获2019年度黑龙江省自然科学二等奖(排名第一)。已发表学术论文80余篇(包括PNAS、IEEE T-PAMI、IJCV、ICML、CVPR、ICCV等)。授权发明专利10项,包括1项美国专利。 荣誉称号 国家级青年人才 山东省泰山学者青年专家 哈尔滨工业大学青年拔尖人才(教授) 哈尔滨工业大学青年拔尖人才(副教授) 香江学者 工作经历 2016年12月31日–现在 哈尔滨工业大学,青年拔尖教授 2013年12月31日 – 2016年12月30日 哈尔滨工业大学,青年拔尖副教授 2014年02月10日 – 2015年11月07日 香港浸会大学,博士后研究员,导师: Pong C Yuen 2013年02月01日 – 2014年01月31日 布朗大学,博士后研究员, 导师: Thomas Serre 2011年09月01日 – 2012年06月14日 加州大学伯克利分校,访问学生研究员,导师: Bruno Olshausen 科研项目 在研 面向3D点云多目标跟踪的时空上下文特征表示与关联方法研究,国家自然科学基金面上项目,202301-2026.12 视觉计算理论与应用,山东省泰山学者青年专家人才计划,20181-2022.12 面向海洋监视的运动目标跟踪方法研究、哈工大青年拔尖人才计划(教授)、201701-202012 已完成 面向鲁棒目标跟踪的CNN特征联合表示与融合方法研究,国家自然科学基金面上项目,201901-2022.12 面向鲁棒目标跟踪的多线索特征联合表示和判别学习方法研究,国家自然科学基金面上项目、201701-201712 基于运动上下文学习的老鼠社会行为检测与识别研究、国家自然科学基金青年基金、201401-201612 基于运动上下文的老鼠社会行为检测与识 别研究、高等学校博士学科点专项科研基金、201401-201612 多摄像机协同的智能视频监控关键技术研 究、山东省重点研发计划、201601-201712 基于在线鲁棒稀疏编码的实时目标跟踪方法研究、中国博士后科学基金项目项目、201405-201511 智能视频监控技术 、香江学者人才计划、201401-201512 基于层次稀疏编码的老鼠群体行为识别研究、哈工大青年拔尖人才计划(副教授)、201401-201612

研究领域

3D视觉、虚拟数字人等

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu, CaPhy: Capturing Physical Properties for Animatable Human Avatars, International Conference on Computer Vision (ICCV 2023) Shengping Zhang, Quanling Meng, Qinglin Liu, Liqiang Nie, Bineng Zhong, Xiaopeng Fan, Rongrong Ji, Interactive Object Placement with Reinforcement Learning, Fortieth International Conference on Machine Learning (ICML 2023), 202:41510-41522, 2023 Xiaoqian Lv, Shengping Zhang, Chenyang Wang, Weigang Zhang, Hongxun Yao, Qingming Huang, Unsupervised Low-Light Video Enhancement with Spatial-Temporal Co-attention Transformer, IEEE Transactions on Image Processing (IEEE T-IP), 32: 4701-4715, 2023. Shengping Zhang, Xianzhu Liu, Haozhe Xie, Liqiang Nie, Huiyu Zhou, Dacheng Tao, Xuelong Li, Learning Geometric Transformation for Point Cloud Completion, International Journal of Computer Vision (IJCV), 131(9): 2425-2445, 2023. Shengping Zhang, Chenyang Wang, Liqiang Nie, Hongxun Yao, Qingming Huang, Qi Tian, Learning Enriched Hop-aware Correlation for Robust 3D Human Pose Estimation, International Journal of Computer Vision (IJCV), 131(6): 1566-1583, 2023. Haozhe Xie, Hongxun Yao, Shengping Zhang, Shangchen Zhou, Wenxiu Sun, Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images, International Journal of Computer Vision (IJCV), 128(12): 2919-2935, 2020. Yuankai Qi, Shengping Zhang, Lei Qin, Hongxun Yao, Qingming Huang, Jongwoo Lim and Ming-Hsuan Yang, Hedging Deep Features for Visual Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 41(5):1116-1130, 2019. Zedu Chen, Bineng Zhong, Guorong Li, Shengping Zhang, Rongrong Ji, Zhenjun Tang, Xianxian Li, SiamBAN: Target-Aware Tracking With Siamese Box Adaptive Network, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 45(4):5158-5173, 2023. Yuankai Qi, Shengping Zhang, Feng Jiang, Huiyu Zhou, Dacheng Tao, Xuelong Li, Siamese Local and Global Networks for Robust Face Tracking, IEEE Transactions on Image Processing (IEEE T-IP), 29: 9152 - 9164, 2020 Jun Zhang, Yamei Liu, Shengping Zhang, Ronald Poppe, Meng Wang, Light Field Saliency Detection With Deep Convolutional Networks. IEEE Transactions on Image Processing (IEEE T-IP), 29: 4421-4434 (2020) Zheheng Jiang, Danny Crookes, Brian Desmond Green, Yunfeng Zhao, Haiping Ma, Ling Li, Shengping Zhang, Dacheng Tao, Huiyu Zhou, Context-Aware Mouse Behavior Recognition Using Hidden Markov Models. IEEE Transactions on Image Processing (IEEE T-IP), 28(3): 1133-1148 (2019) Xiangyuan Lan, Shengping Zhang, Pong C. Yuen, Rama Chellappa, Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker. IEEE Transactions on Image Processing (IEEE T-IP), 27(4): 2022-2037 (2018) Yuankai Qi, Lei Qin, Jian Zhang, Shengping Zhang, Qingming Huang, Ming-Hsuan Yang, Structure-Aware Local Sparse Coding for Visual Tracking. IEEE Transactions on Image Processing (IEEE T-IP), 27(8): 3857-3869 (2018) Dong Li, Shengping Zhang, Xin Sun, Huiyu Zhou, Sheng Li and Xuelong Li, Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction, IEEE Transactions on Knowledge and Data Engineering (IEEE T-KDE), 29(9): 1985-1997, 2017. Peter Wilf, Shengping Zhang, Sharat Chikkerur, Stefan A. Little, Scott L. Wing and Thomas Serre, Computer Vision Cracks the Leaf Code, Proceedings of the National Academy of Sciences of the United States of America (PNAS), 113(12): 3305-3310, 2016. Xiaoyu Han, Shengping Zhang, Qinglin Liu, Zonglin Li, Chenyang Wang, Progressive Limb-Aware Virtual Try-On, ACM MM 2022, 2420-2429. Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang, Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy. CVPR 2021: 1024-1033 Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun, Efficient Regional Memory Network for Video Object Segmentation. CVPR 2021: 1286-1295 Qinglin Liu, Haozhe Xie, Shengping Zhang, Bineng Zhong, Rongrong Ji, Long-Range Feature Propagating for Natural Image Matting, ACM MM 2021, 526-534, 2021. Zedu Chen, Bineng Zhong, Guorong Li, Shengping Zhang, Rongrong Ji, Siamese Box Adaptive Network for Visual Tracking. CVPR 2020: 6667-6676 Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu, Object-and-Action Aware Model for Visual Language Navigation. ECCV 2020: 303-317 Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun, GRNet: Gridding Residual Network for Dense Point Cloud Completion. ECCV 2020: 365-381 Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang, Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images. ICCV 2019: 2690-2698 Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, Ming-Hsuan Yang, Learning Attribute-Specific Representations for Visual Tracking. AAAI 2019: 8835-8842 Wenxue Cui, Feng Jiang, Xinwei Gao, Shengping Zhang, Debin Zhao, An Efficient Deep Quantized Compressed Sensing Coding Framework of Natural Images. ACM MM 20218: 1777-1785 Xiangyuan Lan, Mang Ye, Shengping Zhang, Pong C. Yuen, Robust Collaborative Discriminative Learning for RGB-Infrared Tracking. AAAI 2018: 7008-7015 Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen and Mehrtash Harandi, Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications, AAAI 2015, 3165-3173, 2015. Feng Jiang, Shengping Zhang, Shen Wu, Yang Gao, Debin Zhao, Multi-layered gesture recognition with Kinect. Journal of Machine Learning Research, 16: 227-254, 2015 国内期刊 李宗霖,张盛平*,刘杨,张兆心,张维刚,黄庆明,基于多级残差映射器的文本驱动人脸图像生成和编辑,软件学报,2023,34(5):0-0. aoyu Yang Liu, Ruili He, Xiaoqian Lv, Wei Wang, Xin Sun, Shengping Zhang*, Is It Easy to Recognize Baby's Age and Gender? 计算机科学技术学报(英文)2021, 36(3):508-519.

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