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Geometry-Aware Scene Text Detection with Instance Transformation Network
2018
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Localizing text in the wild is challenging in the situations of complicated geometric layout of the targets like random orientation and large aspect ratio. In this paper, we propose a geometry-aware modeling approach tailored for scene text representation with an end-to-end learning scheme. In our approach, a novel Instance Transformation Network (ITN) is presented to learn the geometry-aware representation encoding the unique geometric configurations of scene text instances with in-network
doi:10.1109/cvpr.2018.00150
dblp:conf/cvpr/WangZ0WT18
fatcat:z2ys5ri4ijhgdea3yrpaxpkode