5 papers
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition
Shuangping Huangm Zhuoyao Zhong, Lianwen Jin, Shuye Zhang +1
Chinese font recognition (CFR) has gained significant attention in recent years. However, due to the sparsity of labeled font samples and the structural complexity of Chinese chara…
DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images
Zhuoyao Zhong, Lianwen Jin, Shuye Zhang +1
In this paper, we develop a novel unified framework called DeepText for text region proposal generation and text detection in natural images via a fully convolutional neural networ…
Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition
Zecheng Xie, Zenghui Sun, Lianwen Jin +2
This paper proposes an end-to-end framework, namely fully convolutional recurrent network (FCRN) for handwritten Chinese text recognition (HCTR). Unlike traditional methods that re…
Character Proposal Network for Robust Text Extraction
Shuye Zhang, Mude Lin, Tianshui Chen +2
Maximally stable extremal regions (MSER), which is a popular method to generate character proposals/candidates, has shown superior performance in scene text detection. However, the…
Recognition Confidence Analysis of Handwritten Chinese Character with CNN
Meijun He, Shuye Zhang, Huiyun Mao +1
In this paper, we present an effective method to analyze the recognition confidence of handwritten Chinese character, based on the softmax regression score of a high performance co…