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Rethinking Text Line Recognition Models

15 April 2021

Daniel Hernandez Diaz

Yasuhisa Fujii

Papers citing "Rethinking Text Line Recognition Models"

38 / 38 papers shown

Title
Meta-DAN: towards an efficient prediction strategy for page-level handwritten text recognition Denis Coquenet AI4TS 188 0 0 04 Apr 2025
InkFM: A Foundational Model for Full-Page Online Handwritten Note Understanding Anastasiia Fadeeva Vincent Coriou Diego Antognini C. Musat Andrii Maksai 124 0 0 29 Mar 2025
Practical Fine-Tuning of Autoregressive Models on Limited Handwritten TextsIEEE International Conference on Document Analysis and Recognition (ICDAR), 2025 Jan Kohút Michal Hradiš 289 0 0 25 Mar 2025
Handwritten Text Recognition: A Survey Carlos Garrido-Munoz Antonio Ríos-Vila Jorge Calvo-Zaragoza 287 5 0 12 Feb 2025
General Detection-based Text Line RecognitionNeural Information Processing Systems (NeurIPS), 2024 Raphael Baena Syrine Kalleli Mathieu Aubry 949 1 0 25 Sep 2024
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling S. Ferro Alessandro Torcinovich Arianna Traviglia Marcello Pelillo 121 0 0 09 Sep 2024
UNIT: Unifying Image and Text Recognition in One Vision EncoderNeural Information Processing Systems (NeurIPS), 2024 Yi Zhu Yanpeng Zhou Chunwei Wang Yang Cao Jianhua Han Lu Hou Hang Xu ViT VLM 237 9 0 06 Sep 2024
Self-Supervised Learning for Text Recognition: A Critical SurveyInternational Journal of Computer Vision (IJCV), 2024 Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 364 4 0 29 Jul 2024
MixTex: Unambiguous Recognition Should Not Rely Solely on Real Data Renqing Luo Yuhan Xu 181 0 0 24 Jun 2024
Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis Tianci Bi Xiaoyi Zhang Zhizheng Zhang Wenxuan Xie Cuiling Lan Yan Lu Nanning Zheng VLM 192 5 0 13 May 2024
Revisiting N-Gram Models: Their Impact in Modern Neural Networks for Handwritten Text Recognition Solène Tarride Christopher Kermorvant 152 1 0 30 Apr 2024
Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library Solène Tarride Yoann Schneider Marie Generali-Lince Mélodie Boillet Bastien Abadie Christopher Kermorvant 132 8 0 29 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 449 2 0 17 Apr 2024
LOCR: Location-Guided Transformer for Optical Character Recognition Yu Sun Dongzhan Zhou Chen Lin Conghui He Wanli Ouyang Han-Sen Zhong 263 4 0 04 Mar 2024
Vulnerability Analysis of Transformer-based Optical Character Recognition to Adversarial Attacks Lucas Beerens D. Higham 189 1 0 28 Nov 2023
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI Oliver Eberle Jochen Büttner Hassan el-Hajj G. Montavon Klaus-Robert Muller Matteo Valleriani 177 4 0 13 Oct 2023
Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering Nidhi Hegde S. Paul Gagan Madan Gaurav Aggarwal 178 9 0 25 Sep 2023
DTrOCR: Decoder-only Transformer for Optical Character RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Masato Fujitake 396 53 0 30 Aug 2023
Is it an i or an l: Test-time Adaptation of Text Line Recognition Models Debapriya Tula S. Paul Gagan Madan P. Garst R. Ingle Gaurav Aggarwal VLM 214 1 0 29 Aug 2023
Nougat: Neural Optical Understanding for Academic DocumentsInternational Conference on Learning Representations (ICLR), 2023 Lukas Blecher Guillem Cucurull Thomas Scialom Robert Stojnic ViT 187 174 0 25 Aug 2023
OCR Language Models with Custom VocabulariesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 P. Garst R. Ingle Yasuhisa Fujii 78 0 0 18 Aug 2023
A tailored Handwritten-Text-Recognition System for Medieval LatinInternational Conference on Algebraic and Logic Programming (ALP), 2023 Philipp Koch Gilary Vera Nunez Esteban Garces Arias C. Heumann Matthias Schoffel Alexander Haberlin Yi Men 151 3 0 18 Aug 2023
ReLU and Addition-based Gated RNN Rickard Brannvall Henrik Forsgren Fredrik Sandin Marcus Liwicki 65 2 0 10 Aug 2023
A Transformer-based Approach for Arabic Offline Handwritten Text RecognitionSignal, Image and Video Processing (SIVP), 2023 Saleh Momeni B. BabaAli 212 23 0 27 Jul 2023
Writer adaptation for offline text recognition: An exploration of neural network-based methods Tobias van der Werff Maruf A. Dhali Lambert Schomaker 178 1 0 11 Jul 2023
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset Firat Kizilirmak Berrin Yanikoglu 192 9 0 02 Jul 2023
Weakly supervised information extraction from inscrutable handwritten document imagesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 S. Paul Gagan Madan Akankshya Mishra N. Hegde Pradeep Kumar Gaurav Aggarwal MedIm 159 5 0 12 Jun 2023
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic ModelIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Haisong Ding Bozhi Luan Dongnan Gui Kai Chen Qiang Huo DiffM 193 12 0 31 May 2023
Combining OCR Models for Reading Early Modern Printed BooksIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Mathias Seuret Janne van der Loop Nikolaus Weichselbaumer Martin Mayr J. Molnar Tatjana Hass Florian Kordon Anguelos Nicolau Vincent Christlein 162 2 0 11 May 2023
Fine-tuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Jan Kohút Michal Hradiš 252 8 0 13 Feb 2023
Towards Robust Handwritten Text Recognition with On-the-fly User ParticipationIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2022 Ajoy Mondal Rohit Saluja C. V. Jawahar HAI 210 0 0 17 Dec 2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text RecognitionInternational Conference on Pattern Recognition (ICPR), 2022 S. Cascianelli Vittorio Pippi Martin Maarand Marcella Cornia Lorenzo Baraldi Christopher Kermorvant Rita Cucchiara 125 12 0 16 Aug 2022
Easter2.0: Improving convolutional models for handwritten text recognition Kartik Chaudhary Raghav Bali 147 11 0 30 May 2022
Transformer-based HTR for Historical Documents Phillip Benjamin Strobel Simon Clematide M. Volk Tobias Hodel 110 14 0 21 Mar 2022
Unified Line and Paragraph Detection by Graph Convolutional NetworksInternational Workshop on Document Analysis Systems (DAS), 2022 Shuang Liu Renshen Wang Michalis Raptis Yasuhisa Fujii GNN 160 8 0 17 Mar 2022
Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific FinetuningInternational Workshop on Document Analysis Systems (DAS), 2022 Christian Reul Stefan Tomasek Florian Langhanki U. Springmann 129 6 0 19 Jan 2022
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-PrefixesInternational Workshop on Document Analysis Systems (DAS), 2021 C. Wick Jochen Zöllner Tobias Grüning 177 26 0 12 Oct 2021
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li Tengchao Lv Jingye Chen Lei Cui Yijuan Lu D. Florêncio Cha Zhang Zhoujun Li Furu Wei ViT 447 487 0 21 Sep 2021