Basic Information/基本信息

    

Sanping Zhou,  Ph.D.

Assistant Professor

Institute of Artificial Intelligence and Robotics

College of Artificial Intelligence

Xi'an Jiaotong University

周三平,   博士

助理教授

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

  1. National scholarship in Xi'an Jiaotong University, 2017 (Rank 1).

  2. The research star of Institute of Artificial Intelligence and Robotics, 2017.

  3. The first prize of China Graduate Contest on Smart-city Technology and Creative Design, 2018.

  4. China Scholarship Council (CSC) scholarships, 2018.

  5. National scholarship in Xi'an Jiaotong University, 2018 (Rank 3).

  6. The research star of Institute of Artificial Intelligence and Robotics, 2018.

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

站点计数器

Brief Introduction/简介

I am an Assistant Professor with Institute of Artificial Intelligence and Robotics 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. My research interest includes computer vision and machine learning. Currently, I am most interested in the deep learning based algorithms in terms of person re-identification, saliency detection, multi-target tracking, self-paced learning and medical image segmentation.

Publications/论文

 Selected Journal Articles:

  1. 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), 2020. [accepted]
  2. 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]
  3. Sanping Zhou, Jinjun Wang, Deyu Meng, Yudong Liang, Yihong Gong, Nanning Zheng, “Discriminative feature learning with foreground attention for person re-identification”, IEEE Transaction on Image Processing (T-IP), 2019. 
  4. Sanping Zhou, Jinjun Wang, Rui Shi, Qiqi Hou, Yihong Gong, Nanning Zheng, “Large margin learning in set-to-set similarity comparison for person reidentification”, IEEE Transaction on Multimedia (T-MM), 2018. 
  5. Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, Nanning Zheng, "Deep self-paced learning for person re-identification", Pattern Recognition, (PR), 2018. [code coming soon]
  6. Sanping Zhou, JinJun Wang, Mengmeng Zhang, Qing Cai, Yihong Gong, "Correntropy-based level set method for medical image segmentation and bias correction", Neurocomputing, 2017. [code]
  7. Sanping Zhou, JinJun Wang, Shun Zhang, Yudong Liang, Yihong Gong, "Active contour model based on local and global intensity information for medical image segmentation", Neurocomputing, 2016. 

 Selected Conference Articles:

  1. Jixin Wang, Sanping Zhou, Chaowei Fang, Le Wang, Jinjun Wang,“Meta Corrupted Pixels Mining for Medical Image Segmentation”,Medical Image Computing and Computer Assisted Interventions, (MICCAI), 2020. [accepted]
  2. Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng,“Meta-weight-net: Learning an explicit mapping for sample weighting”,Advances in Neural Information Processing Systems, (NeurIPS), 2019. [code]
  3. Sanping Zhou, Fei Wang, Zeyi Huang, Jinjun Wang,“Discriminative Feature Learning with Consistent Attention Regularization for Person Re-identification”,International Conference on Computer Vision, (ICCV), 2019.
  4. Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han, Dong Huang,“Person-in-WiFi: Fine-grained Person Perception using WiFi”,International Conference on Computer Vision, (ICCV), 2019. [code]
  5. Sanping Zhou, JinJun Wang, JiaYun Wang, Yihong Gong, 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]
  6. De Cheng, Yihong Gong, Sanping Zhou, JinJun Wang, Nanning Zheng,“Person re-identification by multi-channel parts-based cnn with improved triplet loss function”,Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), 2016. 

Academic Services/学术服务

社会任职:

中国计算机学会会员,中国自动化学会会员

期刊审稿人:

1. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

2. IEEE Transactions on Image Processing (TIP)

3. IEEE Transactions on Cybernetics (TCYB)

4. IEEE Transactions on Multimedia (TMM)

5. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

6. Pattern Recognition (PR)

7. Neurocomputing

会议审稿人:

1. IEEE International Conference on Computer Vision (ICCV) 2019.

2. AAAI Conference on Artificial Intelligence (AAAI) 2020 and 2021.

3. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020.

4. European Conference on Computer Vision (ECCV) 2020.

5. Conference and Workshop on Neural Information Processing Systems (NeurIPS) 2020.

6. International Conference on Learning Representations (ICLR) 2021.