Feihu Zhang

PhD Candidate

Department of Engineering Science
Exeter College
University of Oxford

Biography

Currently, I am a final-year DPhil/PhD student in Torr Vision Group at Univeristy of Oxford, supervised by Prof. Philip H. S. Torr and Prof. Victor Prisacariu . My research interests include computer vision, deep learning and autonomous driving. I got my MPhil Degree from The Chinese Univeristy of Hong Kong under the guidance of Prof. Benjamin Wah. Then, I worked with Prof. Ruigang Yang at Baidu's Robotics and Autonomous Driving Lab (RAL) for about one year.

News

2021.09, One new paper for NeurIPS 2021!
2021.07, One paper accepted in ICCV 2021!
2020.06, Two papers (1 oral and 1 poster) accepted in ECCV 2020!
2019.06, GANet is among the Best Paper Finalists of CVPR 2019!
2018.10, Join Torr Vision Group as a DPhil/PhD student.

Education

2018.10 - present: I am a DPhil/PhD student in the Department of Engneering Science, Univeristy of Oxford.
2015 - 2017: I got my MPhil degree from CSE deparment in the Chinese University of Hong Kong (CUHK).
2010 - 2014: I got my Bachelor's degree from Experimental Class of Computer Science in Nanjing University of Aeronautics and Astronautics (NUAA).

Employment

2017.12 - 2018.9: I worked as a senior research engineer in Baidu's Robotics and Autonomous Driving Lab (RAL).
2014 - 2015: I worked as a research assistant in the National Laboratory of Pattern Recognition (NLPR), the Chinese Academy of Sciences.

Publications [My Google Scholar]


		Looking Beyond Single Images for Contrastive Semantic Segmentation *Feihu Zhang, Philip Torr, Rene Ranftl, Stephan Richter. Conference on Neural Information Processing Systems (NeurIPS*), 2021

		Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation *Feihu Zhang, Oliver Woodford, Victor Prisacariu, Philip Torr. IEEE/CVF International Conference on Computer Vision (ICCV), 2021 (video, supplementary*)

		Deep FusionNet for Point Cloud Semantic Segmentation *Feihu Zhang, Jin Fang, Benjamin Wah, Philip Torr. European Conference on Computer Vision (ECCV), 2020 (code, supplementary*)

		Domain-invariant Stereo Matching Newtorks *Feihu Zhang, Xiaojuan Qi, Ruigang Yang, Victor Prisacariu, Benjamin Wah, Philip Torr. European Conference on Computer Vision (ECCV), 2020 Oral (2%)* (code, supplementary)

		Instance Segmentation of LiDAR Point Clouds *Feihu Zhang, Chenye Guan, Jin Fang, Song Bai, Ruigang Yang, Philip Torr, Victor Prisacariu. IEEE International Conference on Robotics and Automation (ICRA), 2020. (code, video, supplementary*)

		GANet: Guided Aggregation Net for End-to-end Stereo matching *Feihu Zhang, Victor Prisacariu, Ruigang Yang, Philip H.S. Torr. IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2019. Oral & Best Paper Finalists (0.89%)* (project code slides video)

		Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks *Feihu Zhang, Benjamin W. Wah. IEEE International Conference on Computer Vision (ICCV), 2017. (project* code)

		Principles on Learning New Features for Effective Dense Matching *Feihu Zhang, Benjamin W. Wah. IEEE Transaction on Imaging Processing (TIP), 2016. (project* code)

		Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing *Feihu Zhang, Longquan Dai, Shiming Xiang, Xiaopeng Zhang. IEEE International Conference on Computer Vision (ICCV), 2015. (project* code video supplementary)

		Fully Connected Guided Image Filtering Longquan Dai, Yuanke Meng, *Feihu Zhang, Xiaopeng Zhang. IEEE International Conference on Computer Vision (ICCV), 2015. (project* video)

		PM-PM: PatchMatch with Potts Model for Object Segmentation and Stereo Matching Shibiao Xu, *Feihu Zhang, Xiaofei He, Xiaopeng Zhang. IEEE Transaction on Imaging Processing (TIP) 24.7 (2015): 2182 - 2196. (project*)

Activities

Reviewer

CVPR 2020, ECCV2020, ICRA2020, AAAI 2020, CVPR 2018, CVPR 2019, ICCV 2019
International Journal of Computer Vision (IJCV)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
IEEE Transactions on Robotics
Pattern Recognition
IEEE Transactions on Circuits and Systems II (Signal Processing Section)
IEEE Signal Processing Letters