Basic Information/基本信息

    

Sanping Zhou,  Ph.D.

Associate Professor

Institute of Artificial Intelligence and Robotics

College of Artificial Intelligence

Xi'an Jiaotong University

周三平,   博士

副教授, 特聘研究员，博士生导师

人工智能与机器人研究所

人工智能学院

西安交通大学

Honors/荣誉

  • 2023年，入选西安交通大学青年拔尖人才B类

  • 2023年，获得CVPR自动驾驶车辆轨迹预测竞赛亚军

  • 2022年，获得教育部自然科学技术进步一等奖

  • 2022年，入选西安交通大学青年优秀人才A类

  • 2021年，获得西安交通大学本科生专业实习优秀团队指导教师

  • 2018年，获得人工智能与机器人研究所学术之星称号

  • 2018年，获得西安交通大学博士研究生国家奖学金

  • 2018年，获得国家留学基金委公派留学资助

  • 2018年，获得中国研究生智慧城市创意与设计大赛-技术组冠军

  • 2017年，获得人工智能与机器人研究所学术之星称号

  • 2017年，获得西安交通大学博士研究生国家奖学金

Contact Information/联系方式

  • Email: spzhou@xjtu.edu.cn
  • Mail: Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, 28 Xianning West Road, Xi'an, Shaanxi, 710049, China
  • Office: Room 351, Science Building

Site Count/站点计数器

Brief Introduction/简介

I am an Associate Professor with Institute of Artificial Intelligence and Robotics (IAIR) at Xi'an Jiaotong University (XJTU). I received my PhD. degree from Xi'an Jiaotong University, Xi'an, China, in 2020, advised by Prof. Jinjun Wang, who is a very active international scholar in the field of Multimedia Computing and Pattern Recognition. I also closely work with Prof. Deyu Meng, who is a famous scholar with a focus on machine learning. On October 1, 2018, I joined in the Human Sensing Lab at Carnegie Mellon University (CMU) as a visiting researcher. I work with Dr. Dong Huang during my one year's study at CMU. From May 26, 2020 to August 26, 2023, I was an Assistant Professor with IAIR at XJTU. My research interest includes computer vision and machine learning. Currently, I am most interested in the deep learning based algorithms in terms of object detection, multi-target tracking, multi-task learning and meta learning.

Publications/论文

For more information about my works, please refer to Google Scholar, DBLP and Github!

                            

 Selected Journal Articles:

  1. Yizhe Li, Sanping Zhou*, Zheng Qin, Le Wang, Jinjun Wang, Nanning Zheng, "Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking", IEEE Transaction on Multimedia (T-MM), 2024. 

  2. Ye Niu, Sanping Zhou*, Yonghao Dong, Le Wang, Jinjun Wang, and Nanning Zheng, "Bidirectional Feature Learning Network for RGB-D Salient Object Detection", Pattern Recognition (PR), 2024.

  3. Le Wang, Junwen Tian, Sanping Zhou*, Haoyue Shi, and Gang Hua, "Memory-Augmented Appearance-Motion Network for Video Anomaly Detection", Pattern Recognition (PR), Vol. 138, pp. 109335, 2023.
  4. Le Wang, Hongzhen Liu, Sanping Zhou*, Wei Tang, and Gang Hua, "Instance Motion Tendency Learning for Video Panoptic Segmentation",  IEEE Transactions on Image Processing (T-IP), Vol. 32, pp. 764-778, 2023. 
  5. Le Wang, Qing Li, Sanping Zhou*, and Nanning Zheng, "Multi-Panda Tracking", IEEE Transactions on Multimedia (T-MM), Vol.25, pp. 706-720, 2023. 
  6. Xuelu Feng, Sanping Zhou*, Zixin Zhu, Le Wang, and Gang Hua, "Local to Global Feature Learning for Salient Object Detection", Pattern Recognition Letters (PRL), 2023.
  7. Sanping Zhou, Jinjun Wang, Le Wang, Xingyu Wang, Siqi Hui, and Nanning Zheng, "Inverse Adversarial Diversity Learning for Network Ensemble", IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2022. [accepted]
  8. Sanping Zhou, Jinjun Wang, Jun Shu, Deyu Meng, Le Wang, and Nanning Zheng, "Multi-network Collaborative Feature Learning for Semi-supervised Person Re-identification", IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), Vol. 33, pp. 4826-4839, 2021.
  9. Sanping Zhou, Jinjun Wang, Le Wang, Jimuyang Zhang, Fei Wang, Dong Huang, and Nanning Zheng, "Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection", IEEE Transaction on Image Processing (T-IP), Vol. 30, pp. 1-14, 2020.
  10. Sanping Zhou, Jinjun Wang, Jimuyang Zhang, Le Wang, Dong Huang, Shaoyi Du, and Nanning Zheng, "Hierarchical U-shape Attention Network for Salient Object Detection", IEEE Transaction on Image Processing (T-IP), Vol. 29, pp. 8417-8428, 2020. [code]
  11. Sanping Zhou, Jinjun Wang, Deyu Meng, Yudong Liang, Yihong Gong, and Nanning Zheng, “Discriminative feature learning with foreground attention for person re-identification”, IEEE Transaction on Image Processing (T-IP), 2019. 
  12. Sanping Zhou, Jinjun Wang, Rui Shi, Qiqi Hou, Yihong Gong, and Nanning Zheng, “Large margin learning in set-to-set similarity comparison for person reidentification”, IEEE Transaction on Multimedia (T-MM), 2018. 
  13. Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, and Nanning Zheng, "Deep self-paced learning for person re-identification", Pattern Recognition, (PR), 2018.
  14. Sanping Zhou, JinJun Wang, Mengmeng Zhang, Qing Cai, and Yihong Gong, "Correntropy-based level set method for medical image segmentation and bias correction", Neurocomputing, 2017. [code]
  15. Sanping Zhou, JinJun Wang, Shun Zhang, Yudong Liang, and Yihong Gong, "Active contour model based on local and global intensity information for medical image segmentation", Neurocomputing, 2016. 

 Selected Conference Articles:

  1. Xingyu Liu, Sanping Zhou*, Le Wang, Gang Hua, "Parallel Attention Interaction Network for Few-Shot Skeleton-based Action Recognition", Proceedings of the IEEE/CVF International Conference on Computer Vision, (ICCV), 2023.

  2. Zheng Qin, Sanping Zhou#, Le Wang, Jinghai Duan, Gang Hua, and Wei Tang, "MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), 2023.

  3. Sanping Zhou, Fei Wang, Zeyi Huang, and Jinjun Wang，“Discriminative Feature Learning with Consistent Attention Regularization for Person Re-identification”，International Conference on Computer Vision, (ICCV), 2019.
  4. Sanping Zhou, JinJun Wang, JiaYun Wang, Yihong Gong, and Nanning Zheng，“Point to set similarity based deep feature learning for person re-identification”，Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), 2017. [code]

Public Service/公共服务

Academic Activities:

  • Member of China Computer Federation (CCF)
  • Member of Chinese Association of Automation (CAA)
  • Member of China Society of Image and Graphics  (CSIG)
  • Member of Institute of Electrical and Electronics Engineers (IEEE)

 

Member of Program Committee:

 

Area Chair:

  • International Conference on Pattern Recognition (ICPR), 2024

 

Reviewer for International Journals:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
  • International Journal of Computer Vision (IJCV)
  • IEEE Transaction on Image Processing (T-IP)
  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)
  • IEEE Transactions on Cybernetics (T-CYB)
  • IEEE Transactions on Medical Imaging (T-MI)
  • IEEE Transactions on Multimedia (T-MM)
  • IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
  • Pattern Recognition
  • Neurocomputing

Reviewer for International Conferences:

  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018, 2019，2020, 2021, 2022, 2023 and 2024
  • IEEE International Conference on Computer Vision (ICCV),  2017, 2019，2021 and 2023
  • European Conference on Computer Vision (ECCV), 2018, 2020, 2022 and 2024
  • AAAI Conference on Artificial Intelligence (AAAI), 2020，2021, 2022 and 2023
  • Advances in Neural Information Processing Systems (NeurIPS), 2020, 2021, 2022 and 2023
  • International Conference on Learning Representations (ICLR), 2021, 2022 and 2023
  • International Conference on Machine Learning (ICML), 2023 and 2024
  • Medical Image Computing and Computer Assisted Intervention Society  (MICCAI), 2020, 2021，2022 and 2023