photo

Peize Sun (孙培泽)

sunpeize AT foxmail DOT com

I am a first-year PhD student in Computer Science Department, The University of Hong Kong, advised by Prof. Ping Luo. My research interest is computer vision. I also work closely with Autonomous Driving Group, Mechanical Systems Control Lab, UC Berkeley.

Previously, I was a research intern at Megvii(Face++), mentored by Boxun Li and Dr. Gang Yu. I obtained my bachelor and master degree from Electrical Engineering Department, Xi'an Jiaotong University.

GitHub / Google Scholar /


Publications

Sparse R-CNN: End-to-End Object Detection with Learnable Proposals

Peize Sun*, Rufeng Zhang*, Yi Jiang*, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo

CVPR 2021 [arXiv] [code]


PolarMask: Single Shot Instance Segmentation with Polar Representation

Enze Xie*, Peize Sun*, Xiaoge Song*, Wenhai Wang, Xuebo Liu, Ding Liang, Chunhua Shen, Ping Luo

CVPR 2020 (Oral) [arXiv] [code] [CVPR20 Top-10 Influential Papers]


Manuscripts

OneNet: Towards End-to-End One-Stage Object Detection

Peize Sun, Yi Jiang, Enze Xie, Zehuan Yuan, Changhu Wang, Ping Luo

In submission [arXiv] [code]


TransTrack: Multiple-Object Tracking with Transformer

Peize Sun, Yi Jiang, Rufeng Zhang, Enze Xie, Jinkun Cao, Xinting Hu, Tao Kong, Zehuan Yuan, Changhu Wang, Ping Luo

In submission [arXiv] [code]


Double Anchor R-CNN for Human Detection in a Crowd

Kevin Zhang*, Feng Xiong*, Peize Sun, Li Hu, Boxun Li, Gang Yu

Tech report [arXiv]


TextSR: Content-Aware Text Super-Resolution Guided by Recognition

Wenjia Wang*, Enze Xie*, Peize Sun, Wenhai Wang, Lixun Tian, Chunhua Shen, Ping Luo

Tech report [arXiv]

modified from © Yangqing Jia 2013