Enze Xie (谢恩泽)

CV / GitHub / Google Scholar / Zhihu / Email: |

I am a PhD student in The University of Hong Kong (HKU) since 2019.10, supervised by Dr. Ping Luo and co-supervised by Prof. Wenping Wang. I am also a research intern at Sensetime. Before that, I was a research intern at Face++ Detection Group, supervised by Mr. Shuai Shao and Dr. Gang Yu. I also work very close with my friend Wenhai Wang and Prof. Chunhua Shen. I obtained my bachelor degree from Nanjing University of Aeronautics and Astronautics and master degree from TongJi University.

My research interest includes computer vision and deep learning.

Publications and Manuscripts

(* indicates equal contribution)


Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild

Weijia Wu, Lu Ning, Enze Xie, Hong Zhou
ACCV2020 [arXiv] [code]

Segmenting Transparent Objects in the Wild

Enze Xie, Wenjia Wang, Wenhai Wang, Mingyu Ding, Chunhua Shen, Ping Luo
ECCV2020 [arXiv] [code & dataset]

Scene Text Image Super-Resolution in the Wild

Wenjia Wang*, Enze Xie*, Xuebo Liu, Wenhai Wang, Ding Liang, Chunhua Shen, Xiang Bai
ECCV2020 [arXiv] [code & dataset]

Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation

Sheng Jin, Wentao Liu, Enze Xie, Wenhai Wang, Chen Qian, Wanli Ouyang, Ping Luo
ECCV2020 [arXiv]

AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

Wenhai Wang, Xuebo Liu, Xiaozhong Ji, Enze Xie, Ding Liang, ZhiBo Yang, Tong Lu, Chunhua Shen, Ping Luo
ECCV2020 [arXiv] [Project Web]

PolarMask: Single Shot Instance Segmentation with Polar Representation

Enze Xie*, Peize Sun*, Xiaoge Song*, Wenhai Wang, Ding Liang, Chunhua Shen, Ping Luo
CVPR 2020 (Oral) [arXiv] [code] [知乎] [雷锋网talk]

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Wenhai Wang*, Enze Xie*, Xiaoge Song, Yuhang Zang, Wenjia Wang, Tong Lu, Gang Yu, Chunhua Shen
ICCV 2019 [arXiv] [code]

Shape Robust Text Detection with Progressive Scale Expansion Network

Wenhai Wang*, Enze Xie*, Xiang Li, Wenbo Hou, Tong Lu, Gang Yu, Shuai Shao
CVPR 2019 [arXiv] [code]

Scene Text Detection with Supervised Pyramid Context Network

Enze Xie*, Yuhang Zang*, Shuai Shao, Gang Yu, Cong Yao, Guangyao Li
AAAI 2019 [arXiv]

Tech Report

1st Place Solutions for OpenImage2019--Object Detection and Instance Segmentation

Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang
Tech report, arXiv:2003.07557 [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:1909.07113 [arXiv] [code]
Improved version has been accepted by ECCV2020


General Model Team, SenseTime Research, Beijing, China
2019.07 – 2020.03

Research Intern
Mentor: Mr. Ding Liang

Detection Team, Megvii(Face++) Research, Beijing, China
2018.04 – 2019.07

Research Intern
Mentor: Dr. Gang Yu


Rank 1 in Open Images 2019 - Instance Segmentation

Rank 1 in ICDAR 2019 Arbitrary-Shaped Text Detection

Rank 2 in ICDAR 2019 Large-scale Street View Text Detection

Professional Activities

Reviewer for CVPR, WACV, ACCV


Hong Kong Computer Vision Workshop(HKCVW) : "Realtime Text Detection"

Microsoft Research Asia (MSRA) VCG : "New Representation in Instance Segmentation"

Honours and Awards

Outstanding Master Thesis Award, Tongji University

modified from © Yangqing Jia 2013