Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation

19 Nov 2019Simone BonechiPaolo AndreiniMonica BianchiniFranco Scarselli

Providing pixel-level supervisions for scene text segmentation is inherently difficult and costly, so that only few small datasets are available for this task. To face the scarcity of training data, previous approaches based on Convolutional Neural Networks (CNNs) rely on the use of a synthetic dataset for pre-training... (read more)

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