孙怀江
  • 出生年月:1968年2月
  • 民 族: 汉族
  • 政治面貌: 中国共产党党员
  • 最后学历: 研究生毕业
  • 技术职称: 研究员
  • 导师类别: 博士生导师
  • 邮箱:sunhuaijiang@njust.edu.cn
访问次数 63733 次
更新日期 2024年3月22日
指导学科
  • 主学科0812 计算机科学与技术【博士生导师】
  • 研究方向

    神经网络与机器学习、人体运动分析与合成、多媒体与虚拟现实、图像处理与计算机视觉

  • 跨学科0811 控制科学与工程【博士生导师】
  • 二级学科081104|模式识别与智能系统
  • 研究方向

    神经网络与机器学习、人体运动分析与合成、多媒体与虚拟现实、图像处理与计算机视觉

  • 专业学位0854 电子信息
  • 研究方向
获奖、荣誉称号
中国计算机学会高级会员
科研项目

承担的科研项目主要包括:

1. 国家自然科学基金(2022年01月至 2025年12月):非完整观测条件下的3D人体运动预测

2. 国家自然科学基金(2018年01月至 2021年12月):人体运动稀疏性与流形结构分析的深度核方法研究

3. 江苏省重点研发计划(2017年06月至 2020年06月):大规模VR动作捕捉系统关键技术研究

发表论文

近年来以唯一通信作者身份指导博士生和博士后发表的代表性论文如下:

[1]. Guoqing Zhang, Huaijiang Sun, Guiyu Xia, Quansen Sun. Multiple kernel sparse representation based orthogonal discriminative projection and its cost-sensitive extension. IEEE Transactions on Image Processing, 2016, 25 (9): 4271-4285. (CCF: A类).

[2]. Guiyu Xia, Huaijiang Sun, Xiaoqing Niu, Guoqing Zhang, Lei Feng. Keyframe Extraction for Human Motion Capture Data Based on Joint Kernel Sparse Representation. IEEE Transactions on Industrial Electronics, 2017, 64(2): 1589-1599. (SCI, 一区)

[3]. Guoqing Zhang, Huaijiang Sun, Fatih Porikli, Yazhou Liu, Quansen Sun. Optimal Couple Projections for Domain Adaptive Sparse Representation-based Classification. IEEE Transactions on Image Processing, 2017, 26 (12): 5922-5935. (CCF: A类).

[4]. Guiyu Xia, Huaijiang Sun, Lei Feng, Guoqing Zhang, and Yazhou Liu. Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering. IEEE Transactions on Image Processing, 2018, 27 (1): 135-105. (CCF: A类).

[5]. Guiyu Xia, Huaijiang Sun, Beijia Chen, Qingshan Liu, Lei Feng, Guoqing Zhang, Renglong Hang. Nonlinear low-rank matrix completion for human motion recovery, IEEE Transactions on Image Processing, 2018, 27 (6): 3011-3024. (CCF: A类).

[6]. Qiongjie Cui, Huaijiang Sun, Yupeng Li, Yue Kong. A Deep Bi-directional Attention Network for Human Motion Recovery. IJCAI 2019: International Joint Conference on Artificial Intelligence. ( CCF: A类会议)

[7]. Xiaoqian Zhang, Beijia Chen, Huaijiang Sun, Zhigui Liu, Zhenwen Ren and Yanmeng Li. Robust Low-Rank Kernel Subspace Clustering based on the Schatten p-norm and Correntropy. IEEE Transactions on Knowledge & Data Engineering, 2020, 32(12): 2426-2437.(CCF: A类).

[8]. Qiongjie Cui, Huaijiang Sun, Fei Yang. Learning Dynamic Relationships for 3D Human Motion Prediction. CVPR 2020: The IEEE Conference on Computer Vision and Pattern Recognition. ( CCF: A类会议)

[9]. Guiyu Xia, Beijia Chen, Huaijiang Sun, Qingshan Liu. Nonconvex Low-Rank Kernel Sparse Subspace Learning for Keyframe Extraction and Motion Segmentation. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(4): 1612-1626. (SCI, 一区)

[10]. Qiongjie Cui, Huaijiang Sun, Yue Kong, Xiaoning Sun. Deep Human Dynamics Prior. ACM Multimedia 2021: 4371-4379. ( CCF: A类会议)

[11]. Qiongjie Cui, Huaijiang Sun. Towards Accurate 3D Human Motion Prediction From Incomplete Observations. CVPR 2021. ( CCF: A类会议)

[12]. Xiaoning Sun, Qiongjie Cui, Huaijiang Sun, Bin Li, Weiqing Li, Jianfeng Lu. Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction. ECCV (5) 2022: 678-694. ( CCF: B类会议)

[13]. Guiyu Xia, Peng Xue, Huaijiang Sun, Yubao Sun, Du Zhang, Qingshan Liu. Local Self-Expression Subspace Learning Network for Motion Capture Data. IEEE Trans. Image Process. 31: 4869-4883 (2022). (CCF: A类).

[14]. Dong Wei(紫金博士后), Huaijiang Sun, Bin Li, Jianfeng Lu, Weiqing Li, Xiaoning Sun, Shengxiang Hu. Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction. AAAI 2023. ( CCF: A类会议)

[15]. Qiongjie Cui(紫金博士后), Huaijiang Sun, Jianfeng Lu, Bin Li, Weiqing Li. Meta-Auxiliary Learning for Adaptive Human Pose Prediction. AAAI 2023. ( CCF: A类会议)

[16]. Xiaoning Sun, Huaijiang Sun, Bin Li, Dong Wei, Weiqing Li, Jianfeng Lu. DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback. CVPR 2023. ( CCF: A类会议)

[17]. Qiongjie Cui(紫金博士后), Huaijiang Sun, Jianfeng Lu, Weiqing Li, Bin Li, Hongwei Yi,Haofan Wang. Test-time Personalizable Forecasting of 3D Human Poses. ICCV 2023. ( CCF: A类会议)

[18]. Dong Wei(紫金博士后), Xiaoning Sun, Huaijiang Sun, Shengxiang Hu, Bin Li, Weiqing Li, Jianfeng Lu. Enhanced Fine-grained Motion Diffusion for Text-driven Human Motion Synthesis. AAAI 2024. ( CCF: A类会议)

[19]. Dong Wei(紫金博士后), Huaijiang Sun, Bin Li, Xiaoning Sun, Shengxiang Hu, Weiqing Li, Jianfeng Lu. NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis. ICLR 2024.

[20]. Shengxiang Hu, Huaijiang Sun, Bin Li, Dong Wei, Weiqing Li, Jianfeng Lu. Fast Adaptation for Human Pose Estimation via Meta-Optimization. CVPR 2024.

更多论文见  https://dblp.org/pers/s/Sun:Huaijiang