Incidental scene text spotting is considered one of the most difficult and valuable challenges in the document analysis community.
SOTA for Scene Text Detection on IC15
Recently, models based on deep neural networks have dominated the fields of scene text detection and recognition.
#2 best model for Scene Text Detection on ICDAR 2013
We propose a post-processing approach to improve scene text recognition accuracy by using occurrence probabilities of words (unigram language model), and the semantic correlation between scene and text.