My name is Minghui Liao (廖明辉). I am now a PhD student, supervised by Professor Xiang Bai, in VLR Group, Huazhong University of Science and Technology, China. My recent works are mainly on scene text detection and recognition.
PhD：Huazhong University of Science and Technology (2017–now)
MA：Huazhong University of Science and Technology (2016–2017)
BA：Huazhong University of Science and Technology (2012–2016)
Minghang He, Minghui Liao, Zhibo Yang, Humen Zhong, Jun Tang, Wenqing Cheng, Cong Yao, Yongpan Wang, Xiang Bai, “MOST: A Multi-Oriented Scene Text Detector with Localization Refinement”. CVPR, 2021. Co-first author
Minghui Liao, Guan Pang, Jing Huang, Tal Hassner, Xiang Bai, “Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting”. ECCV, 2020. code
Minghui Liao, Zhaoyi Wan, Cong Yao, Kai Chen, Xiang Bai, “Real-time Scene Text Detection with Differentiable Binarization”. AAAI, 2020. oral presentation code
Minghui Liao, Boyu Song, Minghang He, Shangbang Long, Cong Yao, Xiang Bai, “SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds”. SCIS 2020. code and data
Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai, “Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) code
MingKun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, Xiang Bai, “Symmetry-constrained Rectification Network for Scene Text Recognition”. International Conference on Computer Vision (ICCV), 2019
Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Pengyuan Lyu, Cong Yao, Xiang Bai, “Scene Text Recognition from Two-Dimensional Perspective”. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019 oral presentation
Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, Xiang Bai, “Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes”. European Conference on Computer Vision (ECCV), 2018, pp. 67-83. Co-first author code
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-song Xia, Xiang Bai, “Rotation-Sensitive Regression for Oriented Scene Text Detection”. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, pp. 5909-5918. code
Minghui Liao, Baoguang Shi, Xiang Bai, “TextBoxes++: A Single-Shot Oriented Scene Text Detector”. IEEE Transactions on Image Processing (TIP), 2018, 27(8): 3676-3690. code
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu, “Textboxes: A fast text detector with a single deep neural network”. Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017, pp. 4161-4167. oral presentation code
Yingying Zhu, Minghui Liao, Mingkun Yang, Wenyu Liu, “Cascaded segmentation-detection networks for text-based traffic sign detection”. IEEE transactions on intelligent transportation systems, 2018, 19(1): 209-219.
Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge Belongie, Shijian Lu, Xiang Bai, “ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17)”. 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), IEEE, 2017, 1: 1429-1434.
I am invited to be an official reviewer for several journals and conferences, including ICCV, ECCV, CVPR, AAAI, IJCAI, TPAMI, TIP, TNNLS, PR, and Neurocomputing.