no code implementations • 3 Dec 2022 • Yanxiang Gong, Zhiwei Xie, Guozhen Duan, Zheng Ma, Mei Xie
To address the issue, we propose a global distribution fitting (GDF) method with a penalty term to confine the generated data distribution.
1 code implementation • 7 May 2022 • Yanxiang Gong, Linjie Deng, Shuai Tao, Xinchen Lu, Peicheng Wu, Zhiwei Xie, Zheng Ma, Mei Xie
With CRPD, a unified detection and recognition network with high efficiency is presented as the baseline.
no code implementations • 23 Mar 2021 • Shiyu Tang, Peijun Tang, Yanxiang Gong, Zheng Ma, Mei Xie
It draws class-wise features closer than coarse feature alignment or class-wise feature alignment only, therefore improves the model's performance to a great extent.
no code implementations • 3 Mar 2020 • Hao Ge, Xiaoguang Tu, Yanxiang Gong, Mei Xie, Zheng Ma
The interpretability of Convolutional Neural Networks (CNNs) is an important topic in the field of computer vision.
1 code implementation • 17 Sep 2019 • Linjie Deng, Yanxiang Gong, Xinchen Lu, Yi Lin, Zheng Ma, Mei Xie
To achieve high coverage of target boxes, a normal strategy of conventional one-stage anchor-based detectors is to utilize multiple priors at each spatial position, especially in scene text detection tasks.
1 code implementation • 29 Aug 2019 • Linjie Deng, Yanxiang Gong, Xinchen Lu, Xin Yi, Zheng Ma, Mei Xie
Recently, scene text recognition methods based on deep learning have sprung up in computer vision area.
1 code implementation • 21 Jan 2019 • Yanxiang Gong, Linjie Deng, Zheng Ma, Mei Xie
Recently, methods based on deep learning have dominated the field of text recognition.
1 code implementation • 8 Apr 2018 • Linjie Deng, Yanxiang Gong, Yi Lin, Jingwen Shuai, Xiaoguang Tu, Yuefei Zhang, Zheng Ma, Mei Xie
Previous approaches for scene text detection usually rely on manually defined sliding windows.
Ranked #1 on Scene Text Detection on COCO-Text