Search Results for author: Shi-Xue Zhang

Found 9 papers, 6 papers with code

Inverse-like Antagonistic Scene Text Spotting via Reading-Order Estimation and Dynamic Sampling

no code implementations8 Jan 2024 Shi-Xue Zhang, Chun Yang, Xiaobin Zhu, Hongyang Zhou, Hongfa Wang, Xu-Cheng Yin

Specifically, we propose an innovative reading-order estimation module (REM) that extracts reading-order information from the initial text boundary generated by an initial boundary module (IBM).

Text Detection Text Spotting

Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution

1 code implementation ICCV 2023 Hongyang Zhou, Xiaobin Zhu, Jianqing Zhu, Zheng Han, Shi-Xue Zhang, Jingyan Qin, Xu-Cheng Yin

Instead of assuming degradation are spatially invariant across the whole image, we learn correction filters to adjust degradations to known degradations in a spatially variant way by a novel linearly-assembled pixel degradation-adaptive regression module (DARM).

Image Super-Resolution regression

Scene Text Recognition with Single-Point Decoding Network

no code implementations5 Sep 2022 Lei Chen, Haibo Qin, Shi-Xue Zhang, Chun Yang, XuCheng Yin

In this paper, we propose an efficient attention-free Single-Point Decoding Network (dubbed SPDN) for scene text recognition, which can replace the traditional attention-based decoding network.

Scene Text Recognition

Arbitrary Shape Text Detection via Segmentation with Probability Maps

1 code implementation26 Aug 2022 Shi-Xue Zhang, Xiaobin Zhu, Lei Chen, Jie-Bo Hou, Xu-Cheng Yin

To be concrete, we adopt a Sigmoid Alpha Function (SAF) to transfer the distances between boundaries and their inside pixels to a probability map.

Scene Text Detection Segmentation +1

Arbitrary Shape Text Detection via Boundary Transformer

2 code implementations11 May 2022 Shi-Xue Zhang, Chun Yang, Xiaobin Zhu, Xu-Cheng Yin

In our method, we explicitly model the text boundary via an innovative iterative boundary transformer in a coarse-to-fine manner.

Text Detection

Graph Fusion Network for Multi-Oriented Object Detection

no code implementations7 May 2022 Shi-Xue Zhang, Xiaobin Zhu, Jie-Bo Hou, Xu-Cheng Yin

Then, we propose a graph-based fusion network via Graph Convolutional Network (GCN) to learn to reason and fuse the detection boxes for generating final instance boxes.

Object object-detection +2

Kernel Proposal Network for Arbitrary Shape Text Detection

1 code implementation12 Mar 2022 Shi-Xue Zhang, Xiaobin Zhu, Jie-Bo Hou, Chun Yang, Xu-Cheng Yin

In this paper, we propose an innovative Kernel Proposal Network (dubbed KPN) for arbitrary shape text detection.

Text Detection

Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection

1 code implementation ICCV 2021 Shi-Xue Zhang, Xiaobin Zhu, Chun Yang, Hongfa Wang, Xu-Cheng Yin

In this work, we propose a novel adaptive boundary proposal network for arbitrary shape text detection, which can learn to directly produce accurate boundary for arbitrary shape text without any post-processing.

Text Detection

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