MorphText: Deep Morphology Regularized Arbitrary-shape Scene Text Detection

arXiv:2404.17151v1 Announce Type: cross
Abstract: Bottom-up text detection methods play an important role in arbitrary-shape scene text detection but there are two restrictions preventing them from achieving their great potential, i.e., 1) the accumulation of false text segment detections, which affects subsequent processing, and 2) the difficulty of building reliable connections between text segments. Targeting these two problems, we propose a novel approach, named ``MorphText", to capture the regularity of texts by embedding deep morphology for arbitrary-shape text detection. Towards …

abstract arxiv building cs.cv cs.mm detection detection methods false processing restrictions role segment text them type