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SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training

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Abstract

Although a polygon is a more accurate representation than an upright bounding box for text detection, the annotations of polygons are extremely expensive and challenging. Unlike existing works that employ fully-supervised training with polygon annotations, we propose a novel text detection system termed SelfText Beyond Polygon (SBP) wit...More

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Author
Weijia Wu
Weijia Wu
Ruimao Zhang
Ruimao Zhang
Guan Pang
Guan Pang
Zhen Li
Zhen Li
Hong Zhou
Hong Zhou
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