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cs.CV2023
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement
Risab Biswas, Swalpa Kumar Roy, Umapada Pal
Document image enhancement is a fundamental and important stage for attaining the best performance in any document analysis assignment because there are many degradation situations…
cs.CV2023
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization
Risab Biswas, Swalpa Kumar Roy, Ning Wang +2
In real life, various degradation scenarios exist that might damage document images, making it harder to recognize and analyze them, thus binarization is a fundamental and crucial…