In this paper, we present a novel SpaTial Attention Residue Network (STAR-Net) for recognisingscene texts. The overall architecture of our STAR-Net is illustrated in fig. 1. Our STARNet emphasises the importance of representative image-based feature extraction from text regions by the spatial attention mechanism and the residue learning strategy. It is by far the deepest neural network proposed for scene text recognition ...
展开▼