About Myself


I'm a first-year Ph.D student at the Department of Computer Science, University of Birmingham, supervised by Dr. Hyung Jin Chang and Prof. Ales Leonardis. Prior to the U.K., I obtained my M.Eng. degree (2017-2020) from Tongji University, where I was supervised by Prof. Qirong Tang, and my B.Eng. degree (2013-2017) from Harbin Engineering University.

My research is about Human-Centred Visual Computing. Driven by solving real-world problems, I study Data-efficient Machine (Deep) Learning using techniques such as Vision Transformer, Meta-learning, Un-/Self-/Weakly-supervised Learning to process the visual data. Currently, I am working on 3D Hand-Object Reconstruction, 6D Object Pose Estimation. Also, I am broadly interested in building the 3D Vision System for AR/VR, Autonomous Vehicles and Robotics.



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Publications


Full List

  • Mask R-CNN based Semantic RGB-D SLAM for Dynamic Scenes, Zhongqun Zhang, Jingtao Zhang, and Qirong Tang*, In IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2019).
  • Dynamic Target Searching and Tracking with Swarm Robots Based on Stigmergy Mechanism, Qirong Tang*, Zhipeng Xu, Fangchao Yu, Zhongqun Zhang, and Jingtao Zhang, In Robotics and Autonomous Systems (IF = 2.825)
  • Multi-robot Cooperation Strategy in a Partially Observable Markov Game Using Enhanced Deep Deterministic Policy Gradient, Qirong Tang*, Jingtao Zhang, Fangchao Yu, Pengjie Xu, and Zhongqun Zhang, In the 10th International Conference on Swarm Intelligence (ICSI 2019)
  • A Resource Management Algorithm for Real-time Response of Mobile Ad hoc Cloud in Swarm Robotic System, Qirong Tang*, Jingtao Zhang, Fangchao Yu, Yuan Zhang, and Zhongqun Zhang, In IEEE International Conference on Robotics and Biomimetics (ROBIO 2018)

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