Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks

31 December 2018

Papers citing "Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks"

42 / 42 papers shown

Title
Enhancement of text recognition for hanja handwritten documents of Ancient Korea Joonmo Ahna Taehong Jang Quan Fengnyu Hyungil Lee Jaehyuk Lee Sojung Lucia Kim 75 0 0 14 Dec 2024
General Detection-based Text Line Recognition Raphael Baena Syrine Kalleli Mathieu Aubry 175 0 0 25 Sep 2024
HTR-VT: Handwritten Text Recognition with Vision Transformer Yuting Li Dexiong Chen Tinglong Tang Xi Shen ViT 23 7 0 13 Sep 2024
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling S. Ferro Alessandro Torcinovich Arianna Traviglia Marcello Pelillo 33 0 0 09 Sep 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 77 1 0 29 Jul 2024
Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition Gagan Bhatia El Moatez Billah Nagoudi Fakhraddin Alwajih Muhammad Abdul-Mageed 34 3 0 18 Jul 2024
GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System Lalita Kumari Sukhdeep Singh V. Rathore Anuj Sharma 56 1 0 22 Apr 2024
Best Practices for a Handwritten Text Recognition System George Retsinas Giorgos Sfikas B. Gatos Christophoros Nikou 22 17 0 17 Apr 2024
HierCode: A Lightweight Hierarchical Codebook for Zero-shot Chinese Text Recognition Yuyi Zhang Yuanzhi Zhu Dezhi Peng Peirong Zhang Zhenhua Yang Zhibo Yang Cong Yao Lianwen Jin 21 4 0 20 Mar 2024
IDPL-PFOD2: A New Large-Scale Dataset for Printed Farsi Optical Character Recognition Fatemeh Asadi-zeydabadi Ali Afkari-Fahandari Amin Faraji Elham Shabaninia Hossein Nezamabadi-pour 23 2 0 02 Dec 2023
Proceedings of the 5th International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha Elona Shatri 27 0 0 07 Nov 2023
Offline Detection of Misspelled Handwritten Words by Convolving Recognition Model Features with Text Labels Andrey Totev Tomás Ward OffRL 23 0 0 18 Sep 2023
Combining OCR Models for Reading Early Modern Printed Books Mathias Seuret Janne van der Loop Nikolaus Weichselbaumer Martin Mayr J. Molnar Tatjana Hass Florian Kordon Anguelos Nicolau Vincent Christlein 29 2 0 11 May 2023
Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition Denis Coquenet Clément Chatelain Thierry Paquet 10 9 0 25 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction Kunlong Chen Liu Yang Yitian Chen Kunjin Chen Yidan Xu Lujun Li 27 13 0 23 Jan 2023
Towards Robust Handwritten Text Recognition with On-the-fly User Participation Ajoy Mondal Rohit Saluja C. V. Jawahar HAI 30 0 0 17 Dec 2022
Lexicon and Attention based Handwritten Text Recognition System Lalita Kumari Sukhdeep Singh Vvs Rathore Anuj Sharma HAI 40 4 0 11 Sep 2022
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara 27 22 0 17 Aug 2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition S. Cascianelli Vittorio Pippi Martin Maarand Marcella Cornia Lorenzo Baraldi Christopher Kermorvant Rita Cucchiara 21 7 0 16 Aug 2022
2D Self-Organized ONN Model For Handwritten Text Recognition Hanadi Hassen Mohammed Junaid Malik Somaya Al-Madeed S. Kiranyaz 24 5 0 17 Jul 2022
A Lexicon and Depth-wise Separable Convolution Based Handwritten Text Recognition System Lalita Kumari Sukhdeep Singh Vvs Rathore Anuj Sharma 19 4 0 11 Jul 2022
Easter2.0: Improving convolutional models for handwritten text recognition Kartik Chaudhary Raghav Bali 36 9 0 30 May 2022
TextMatcher: Cross-Attentional Neural Network to Compare Image and Text V. Arrigoni Luisa Repele Dario Marino Saccavino 6 1 0 11 May 2022
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler 56 9 0 16 Feb 2022
Star Temporal Classification: Sequence Classification with Partially Labeled Data Vineel Pratap Awni Y. Hannun Gabriel Synnaeve R. Collobert 23 8 0 28 Jan 2022
Eliciting Gestures for Novel Note-taking Interactions Katy Ilonka Gero Lydia B. Chilton Chris Melancon Mike Cleron 16 3 0 22 Dec 2021
ConAM: Confidence Attention Module for Convolutional Neural Networks Yu Xue Ziming Yuan Ferrante Neri 24 1 0 27 Oct 2021
SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition Denis Coquenet Clément Chatelain Thierry Paquet 26 22 0 17 Feb 2021
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 30 28 0 09 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? Denis Coquenet Yann Soullard Clément Chatelain Thierry Paquet 3DV 21 14 0 09 Dec 2020
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network Denis Coquenet Clément Chatelain Thierry Paquet AI4TS 38 78 0 07 Dec 2020
Boosting offline handwritten text recognition in historical documents with few labeled lines J. C. Aradillas J. J. Murillo-Fuentes Pablo Martínez Olmos 16 24 0 04 Dec 2020
Offline Handwritten Chinese Text Recognition with Convolutional Neural Networks Brian Liu Xianchao Xu Yu Zhang 3DV 6 14 0 28 Jun 2020
An Automatic Reader of Identity Documents F. Attivissimo N. Giaquinto M. Scarpetta M. Spadavecchia 6 25 0 26 Jun 2020
Deep-CAPTCHA: a deep learning based CAPTCHA solver for vulnerability assessment Zahra Noury Mahdi Rezaei AAML 23 45 0 15 Jun 2020
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Mohamed Yousef Tom E. Bishop AI4TS 24 81 0 12 Jun 2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang Pau Riba Marccal Rusinol Alicia Fornés M. Villegas 13 123 0 26 May 2020
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture Lei Kang Pau Riba M. Villegas Alicia Fornés Marçal Rusiñol 11 31 0 21 Dec 2019
A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition Jonathan Chung Thomas Delteil 22 31 0 01 Oct 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 19 112 0 18 Mar 2019
Character-Based Handwritten Text Transcription with Attention Networks Jason Poulos Rafael Valle 36 31 0 11 Dec 2017
Scene Text Recognition with Sliding Convolutional Character Models Fei Yin Yi-Chao Wu Xu-Yao Zhang Cheng-Lin Liu VLM 3DV 58 77 0 06 Sep 2017