DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection

no code implementations • 21 Aug 2022 • Jingyu Lin, Jie Jiang, Yan Yan, Chunchao Guo, Hongfa Wang, Wei Liu, Hanzi Wang

We further propose a parallel design that integrates the convolutional network with a powerful self-attention mechanism to provide complementary clues between the attention path and convolutional path.

Scene Text Detection Text Detection

AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition

no code implementations • 10 Oct 2017 • Chun Yang, Xu-Cheng Yin, Zejun Li, Jianwei Wu, Chunchao Guo, Hongfa Wang, Lei Xiao

Recognizing text in the wild is a really challenging task because of complex backgrounds, various illuminations and diverse distortions, even with deep neural networks (convolutional neural networks and recurrent neural networks).

Scene Text Recognition

Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos

no code implementations • 25 Jul 2017 • Chunchao Guo, Jian-Huang Lai, Xiaohua Xie

We present a novel method of integrating motion and appearance cues for foreground object segmentation in unconstrained videos.

Graph Matching Object +3