DocEnTr: An End-to-End Document Image Enhancement Transformer

25 January 2022

Sanket Biswas

Josep Lladós

Papers citing "DocEnTr: An End-to-End Document Image Enhancement Transformer"

21 / 21 papers shown

Title
TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models Wanglong Lu Lingming Su Jingjing Zheng Vinícius Veloso de Melo Farzaneh Shoeleh J. Hawkin T. Tricco Hanli Zhao Xianta Jiang DiffM 58 0 0 06 Mar 2025
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer Mingxian Li Hao Sun Yingtie Lei Xiaofeng Zhang Yihang Dong Yilin Zhou Zimeng Li Xuhang Chen 35 9 0 30 Oct 2024
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 22 0 0 05 Jul 2024
LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach Maria Pilligua Nil Biescas Javier Vazquez-Corral Josep Lladós Ernest Valveny Sanket Biswas 30 1 0 12 Jun 2024
Binarizing Documents by Leveraging both Space and Frequency Fabio Quattrini Vittorio Pippi S. Cascianelli Rita Cucchiara ViT 40 0 0 26 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 29 4 0 08 Apr 2024
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement Risab Biswas S. K. Roy Umapada Pal ViT 13 1 0 06 Dec 2023
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization Risab Biswas S. K. Roy Ning Wang Umapada Pal Guang-Bin Huang ViT 14 1 0 06 Dec 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 22 1 0 16 Nov 2023
DocStormer: Revitalizing Multi-Degraded Colored Document Images to Pristine PDF Chaowei Liu Jichun Li Yihua Teng Chaoqun Wang Nuo Xu Jihao Wu Dandan Tu 13 2 0 27 Oct 2023
Semantic Segmentation Using Super Resolution Technique as Pre-Processing Chih-Chia Chen Wei-Han Chen Jen-Shiun Chiang Chun-Tse Chien Ting-An Chang SupR SSeg 17 1 0 27 Jun 2023
arXiVeri: Automatic table verification with GPT Gyungin Shin Weidi Xie Samuel Albanie LMTD 30 1 0 13 Jun 2023
DocDiff: Document Enhancement via Residual Diffusion Models Zongyuan Yang Baolin Liu Yongping Xiong Lan Yi Guibin Wu Xiaojun Tang Ziqi Liu Junjie Zhou Xing Zhang 27 34 0 06 May 2023
ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents Sana Khamekhem Jemni Sourour Ammar Mohamed Ali Souibgui Yousri Kessentini A. Cheddad 20 3 0 06 Mar 2023
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks Ruikang Ju Yu-Shian Lin Ting-Yu Lin Chih-Chia Chen Chun-Tse Chien Jen-Shiun Chiang 28 6 0 29 Nov 2022
Mutual Guidance and Residual Integration for Image Enhancement Kun Zhou Kenkun Liu Wenbo Li Xiaoguang Han Jiangbo Lu 33 1 0 25 Nov 2022
Variational Augmentation for Enhancing Historical Document Image Binarization Avirup Dey N. Das M. Nasipuri 23 2 0 12 Nov 2022
Digitizing Historical Balance Sheet Data: A Practitioner's Guide Sergio Correia Stephan Luck 26 10 0 31 Mar 2022
Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement Mohamed Ali Souibgui Sanket Biswas Andrés Mafla Ali Furkan Biten Alicia Fornés Yousri Kessentini Josep Lladós Lluís Gómez Dimosthenis Karatzas 21 23 0 09 Mar 2022
OCR-IDL: OCR Annotations for Industry Document Library Dataset Ali Furkan Biten Rubèn Pérez Tito Lluís Gómez Ernest Valveny Dimosthenis Karatzas 25 26 0 25 Feb 2022
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 498 0 29 Dec 2020