A selectional auto-encoder approach for document image binarization

30 June 2017

Papers citing "A selectional auto-encoder approach for document image binarization"

29 / 29 papers shown

Title
Partial differential equation system for binarization of degraded document images Youjin Liu Yu Wang DiffM 42 0 0 11 Mar 2025
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 35 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 38 1 0 12 Jun 2024
Neuromorphic Synergy for Video Binarization Shijie Lin Xiang Zhang Lei Yang Lei Yu Bin Zhou Xiaowei Luo Wenping Wang Jia Pan 47 1 0 20 Feb 2024
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches Richin Sukesh Mathias Seuret Anguelos Nicolaou Martin Mayr Vincent Christlein 25 1 0 22 Jan 2024
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization Risab Biswas Swalpa Kumar Roy Ning Wang Umapada Pal Guang-Bin Huang ViT 22 1 0 06 Dec 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 30 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 21 2 0 27 Oct 2023
Proceedings of the 3rd International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha 23 0 0 01 Dec 2022
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 30 6 0 29 Nov 2022
Variational Augmentation for Enhancing Historical Document Image Binarization Avirup Dey N. Das M. Nasipuri 27 2 0 12 Nov 2022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
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
Paired Image to Image Translation for Strikethrough Removal From Handwritten Words R. Heil Ekta Vats A. Hast 19 5 0 24 Jan 2022
A Survey on Deep learning based Document Image Enhancement Zahra Anvari V. Athitsos 27 7 0 06 Dec 2021
Analysis of PDE-based binarization model for degraded document images U. Nnolim 11 0 0 10 Nov 2021
Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning Christian Reul C. Wick Maximilian Nöth Andre Büttner Maximilian Wehner U. Springmann 13 8 0 15 Jun 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
SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document Binarization Deng Li Yue Wu Yicong Zhou 26 10 0 12 May 2021
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 21 21 0 02 Dec 2020
Two-stage generative adversarial networks for document image binarization with color noise and background removal Sungho Suh Jihun Kim P. Lukowicz Y. Lee GAN 23 14 0 20 Oct 2020
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement Mohamed Ali Souibgui Yousri Kessentini GAN 23 105 0 17 Oct 2020
Novel and Effective CNN-Based Binarization for Historically Degraded As-built Drawing Maps K. Chung De-Wei Hsieh 6 1 0 11 Sep 2020
Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection Dongjie Wang Pengyang Wang Jingbo Zhou Leilei Sun Bowen Du Yanjie Fu 6 15 0 26 Aug 2020
UDBNET: Unsupervised Document Binarization Network via Adversarial Game Amandeep Kumar S. Ghose Pinaki Nath Chowdhury P. Roy Umapada Pal 62 12 0 14 Jul 2020
Optical Music Recognition: State of the Art and Major Challenges Elona Shatri Gyorgy Fazekas 13 22 0 14 Jun 2020
Detection of Information Hiding at Anti-Copying 2D Barcodes N. Xie Ji Hu Junjie Chen Qiqi Zhang Changsheng Chen 16 4 0 20 Mar 2020
Adaptive binarization based on fuzzy integrals Francesco Bardozzo Borja de la Osa L. Horanská Javier Fumanal-Idocin M. D. Priscoli L. Troiano R. Tagliaferri Javier Fernández H. Bustince 8 3 0 04 Mar 2020
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks Maruf A. Dhali Jan Willem de Wit Lambert Schomaker 13 14 0 13 Nov 2019