3 citations · 11 across the 5 of their papers we have counts for
5 papers · 1 filter
LISTER: Neighbor Decoding for Length-Insensitive Scene Text Recognition
Changxu Cheng, Peng Wang, Cheng Da +2
The diversity in length constitutes a significant characteristic of text. Due to the long-tail distribution of text lengths, most existing methods for scene text recognition (STR)…
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction
Chuwei Luo, Changxu Cheng, Qi Zheng +1
Visual information extraction (VIE) plays an important role in Document Intelligence. Generally, it is divided into two tasks: semantic entity recognition (SER) and relation extrac…
Decoupling Visual-Semantic Feature Learning for Robust Scene Text Recognition
Changxu Cheng, Bohan Li, Qi Zheng +2
Semantic information has been proved effective in scene text recognition. Most existing methods tend to couple both visual and semantic information in an attention-based decoder. A…
Maximum Entropy Regularization and Chinese Text Recognition
Changxu Cheng, Wuheng Xu, Xiang Bai +2
Chinese text recognition is more challenging than Latin text due to the large amount of fine-grained Chinese characters and the great imbalance over classes, which causes a serious…
Patch Aggregator for Scene Text Script Identification
Changxu Cheng, Qiuhui Huang, Xiang Bai +2
Script identification in the wild is of great importance in a multi-lingual robust-reading system. The scripts deriving from the same language family share a large set of character…