DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement

17 October 2020

Papers citing "DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement"

34 / 34 papers shown

Title
Visual Text Processing: A Comprehensive Review and Unified Evaluation Yan Shu Weichao Zeng Fangmin Zhao Zeyu Chen Z. Li ... Paolo Rota Xiang Bai Lianwen Jin Xu-Cheng Yin N. Sebe CoGe 61 0 0 30 Apr 2025
Partial differential equation system for binarization of degraded document images Youjin Liu Yu Wang DiffM 37 0 0 11 Mar 2025
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 37 9 0 30 Oct 2024
Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks C. Wang Xinyang Liu Dongsheng Wang Hao Zhang Bo Chen Mingyuan Zhou BDL 37 0 0 13 Oct 2024
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 27 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 35 1 0 12 Jun 2024
Npix2Cpix: A GAN-based Image-to-Image Translation Network with Retrieval-Classification Integration for Watermark Retrieval from Historical Document Images Utsab Saha Sawradip Saha S. Fattah Mohammad Saquib GAN 47 2 0 05 Jun 2024
DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks Jiaxin Zhang Dezhi Peng Chongyu Liu Peirong Zhang Lianwen Jin VLM 43 12 0 07 May 2024
Binarizing Documents by Leveraging both Space and Frequency Fabio Quattrini Vittorio Pippi S. Cascianelli Rita Cucchiara ViT 40 0 0 26 Apr 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach Siyu Duan Jun Wang Q. Su 21 2 0 11 Mar 2024
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches Richin Sukesh Mathias Seuret Anguelos Nicolaou Martin Mayr Vincent Christlein 14 1 0 22 Jan 2024
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement Risab Biswas S. K. Roy Umapada Pal ViT 18 1 0 06 Dec 2023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 19 1 0 06 Dec 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 27 0 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 15 2 0 27 Oct 2023
Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents David Kreuzer M. Munz ViT MedIm 21 0 0 05 Jun 2023
DocDiff: Document Enhancement via Residual Diffusion Models Zongyuan Yang Baolin Liu Yongping Xiong Lan Yi Guibin Wu Xiaojun Tang Ziqi Liu Yueze Wang Xing Zhang 29 34 0 06 May 2023
GDB: Gated convolutions-based Document Binarization Zongyuan Yang Yongping Xiong Guibin Wu 34 7 0 04 Feb 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
Variational Augmentation for Enhancing Historical Document Image Binarization Avirup Dey N. Das M. Nasipuri 23 2 0 12 Nov 2022
Document Image Binarization in JPEG Compressed Domain using Dual Discriminator Generative Adversarial Networks B. Rajesh Manavi Agrawal Milan Bhuva Kisalaya Kishore M. Javed GAN 18 0 0 13 Sep 2022
Digitizing Historical Balance Sheet Data: A Practitioner's Guide Sergio Correia Stephan Luck 29 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
DocEnTr: An End-to-End Document Image Enhancement Transformer Mohamed Ali Souibgui Sanket Biswas Sana Khamekhem Jemni Yousri Kessentini Alicia Fornés Josep Lladós Umapada Pal ViT 58 45 0 25 Jan 2022
Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents Ahmed Cheikh Rouhoua M. Dhiaf Yousri Kessentini Sinda Ben Salem 19 47 0 08 Dec 2021
A Survey on Deep learning based Document Image Enhancement Zahra Anvari V. Athitsos 27 7 0 06 Dec 2021
Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement Sana Khamekhem Jemni Mohamed Ali Souibgui Yousri Kessentini Alicia Fornés GAN 13 26 0 26 May 2021
End-to-End Unsupervised Document Image Blind Denoising M. Gangeh Marcin Plata Hamid Motahari Nigel P. Duffy 15 11 0 19 May 2021
Light-weight Document Image Cleanup using Perceptual Loss Soumyadeep Dey Pratik Jawanpuria 38 9 0 19 May 2021
SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document Binarization Deng Li Yue Wu Yicong Zhou 20 10 0 12 May 2021
Generative Adversarial Networks via a Composite Annealing of Noise and Diffusion Kensuke Nakamura Simon Korman Byung-Woo Hong DiffM 19 2 0 01 May 2021
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015