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Greatest papers with code

Improving Document Binarization via Adversarial Noise-Texture Augmentation

25 Oct 2018ankanbhunia/AdverseBiNet

By jointly training the two networks we can increase the adversarial robustness of our system.

BINARIZATION DOCUMENT BINARIZATION DOMAIN ADAPTATION TRANSFER LEARNING

Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal

20 Oct 2020opensuh/DocumentBinarization

In the first stage, four color-independent adversarial networks are trained to extract color foreground information from an input image for document image enhancement.

BINARIZATION DOCUMENT BINARIZATION IMAGE ENHANCEMENT

UDBNET: Unsupervised Document Binarization Network via Adversarial Game

14 Jul 2020VIROBO-15/UDBNET

In this paper, we present a novel approach towards document image binarization by introducing three-player min-max adversarial game.

BINARIZATION DOCUMENT BINARIZATION

PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization

26 Jan 2018krayyalasomayajula/pdNet

Binarization of digital documents is the task of classifying each pixel in an image of the document as belonging to the background (parchment/paper) or foreground (text/ink).

BINARIZATION DOCUMENT BINARIZATION SEMANTIC SEGMENTATION