Biography

Hi! I am a Lecturer in the School of School of Computer and Information Technology Beijing Jiaotong University. I joined BJTU in 2021 after I received my Ph.D. from Beihang University under the supervision of Prof. Wei Li and Prof. Hao Sheng. I was also a joint Ph.D. student at Singapore University of Technology and Design and Australian National University from July 2018 to January 2020, both advised by Dr. Liang Zheng.

Interests

  • Reinforcement Learning
  • Computational Vision
  • Person / Vehicle Re-identification
  • Generative Adversarial Nets

Education

  • Ph.D. candidate in Computer Vision, September 2016 - May 2021

    School of Computer Science, Beihang University

  • M.S. Degree in Computer Vision (Switch to Ph.D. candidate in 2016), September 2014 - September 2016

    School of Computer Science, Beihang University

Publications

Improving Driver Gaze Prediction with Reinforced Attention

IEEE Transactions on Multimedia (TMM), 2020.
Kai Lv, Hao Sheng, Zhang Xiong, Liang Zheng
PDF DOI
Improving Driver Gaze Prediction with Reinforced Attention

Combining Pose Invariant and Discriminative Features for Vehicle Re-identification

IEEE Internet of Things Journal (IoT-J), 2020
Hao Sheng, Kai Lv, Yang Liu, Wei Ke, Weifeng Lyu, Zhang Xiong, Wei Li
PDF DOI
Combining Pose Invariant and Discriminative Features for Vehicle Re-identification

Pose-Based View Synthesis for Vehicles: A Perspective Aware Method

IEEE Transactions on Image Processing (TIP), 2020
Kai Lv, Hao Sheng, Zhang Xiong, Wei Li, Liang Zheng
PDF Code DOI
Pose-Based View Synthesis for Vehicles: A Perspective Aware Method

Vehicle Re-identification with Location and Time Stamps

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019
Kai Lv, Heming Du, Yunzhong Hou, Weijian Deng, Hao Sheng, Jianbin Jiao, Liang Zheng
PDF Code
Vehicle Re-identification with Location and Time Stamps

Task-specific Neural Networks for Pose Estimation in Person Re-identification Task

Pacific Rim Conference on Multimedia (PCM), 2017
Kai Lv, Hao Sheng, Yanwei Zheng, Zhang Xiong, Wei Li, Wei Ke
PDF
Task-specific Neural Networks for Pose Estimation in Person Re-identification Task

Robust Visual Tracking Using Correlation Response Map

IEEE International Conference on Image Processing (ICIP), 2016
Hao Sheng, Kai Lv, Jiahui Chen, Wei Li
PDF DOI
Robust Visual Tracking Using Correlation Response Map