Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR)

1 January 2020

Papers citing "Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR)"

42 / 42 papers shown

Title
Handwritten Digit Recognition: An Ensemble-Based Approach for Superior Performance Syed Sajid Ullah Li Gang Mudassir Riaz Ahsan Ashfaq Salman Khan Sajawal Khan 57 0 0 08 Mar 2025
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding Jaemin Cho Debanjan Mahata Ozan Irsoy Yujie He Mohit Bansal VLM 27 9 0 07 Nov 2024
Handwritten Code Recognition for Pen-and-Paper CS Education Md Sazzad Islam M. Doumbouya Christopher D. Manning Chris Piech 21 2 0 07 Aug 2024
Image-to-LaTeX Converter for Mathematical Formulas and Text Daniil Gurgurov Aleksey Morshnev ViT VLM 47 1 0 07 Aug 2024
PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips Haakon Maric Solberg Mehdi Houshmand Sarkhoosh Sushant Gautam S. Sabet Paal Halvorsen Cise Midoglu 39 4 0 22 Jul 2024
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer Da Chang Yu Li 66 2 0 19 Apr 2024
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents Nan Zhang Connor T. Heaton Sean Timothy Okonsky Prasenjit Mitra H. E. Toraman 30 1 0 23 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 44 44 0 23 Feb 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 37 1 0 20 Feb 2024
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation Shan Zhong Zhongzhan Huang Shanghua Gao Wushao Wen Liang Lin Marinka Zitnik Pan Zhou LLMAG LRM 19 35 0 05 Dec 2023
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 18 2 0 02 Dec 2023
Vulnerability Analysis of Transformer-based Optical Character Recognition to Adversarial Attacks Lucas Beerens D. Higham 33 1 0 28 Nov 2023
Invisible Threats: Backdoor Attack in OCR Systems Mauro Conti Nicola Farronato Stefanos Koffas Luca Pajola S. Picek 32 1 0 12 Oct 2023
DTrOCR: Decoder-only Transformer for Optical Character Recognition Masato Fujitake 46 35 0 30 Aug 2023
An end-to-end, interactive Deep Learning based Annotation system for cursive and print English handwritten text P. Guruprasad S. Sujithkumar C. Vigneswaran V. Chakravarthy HAI 16 1 0 18 Apr 2023
Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing Alexander Naumann Felix Hertlein Laura Doerr Steffen Thoma K. Furmans 22 8 0 12 Apr 2023
DocILE Benchmark for Document Information Localization and Extraction vStvepán vSimsa Milan vSulc Michal Uvrivcávr Yash J. Patel Ahmed Hamdi ... Matyávs Skalický Jivrí Matas Antoine Doucet Mickael Coustaty Dimosthenis Karatzas 24 33 0 11 Feb 2023
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules Ritesh Chandra Sadhana Tiwari Sonali Agarwal Navjot Singh 16 2 0 08 Jan 2023
Handwritten Arabic Character Recognition for Children Writ-ing Using Convolutional Neural Network and Stroke Identification Mais Alheraki Rawan N. Al-Matham H. Al-Khalifa 11 18 0 03 Nov 2022
VAID: Indexing View Designs in Visual Analytics System Lu Ying Aoyu Wu Haotian Li Zikun Deng Ji Lan Jiang Wu Yong Wang Huamin Qu Dazhen Deng Yingcai Wu 30 6 0 03 Nov 2022
Text Detection Forgot About Document OCR Krzysztof Olejniczak Milan Šulc 34 9 0 14 Oct 2022
Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network Zhibo Zhang Ernesto Damiani H. A. Hamadi C. Yeun Fatma Taher FAtt 20 8 0 07 Sep 2022
Offline Handwritten Mathematical Recognition using Adversarial Learning and Transformers U. Thakur Anuj Sharma OffRL 13 4 0 20 Aug 2022
Character decomposition to resolve class imbalance problem in Hangul OCR Geonuk Kim Jaemin Son Kanghyu Lee Jaesik Min 18 2 0 12 Aug 2022
Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features Unaiza Sajid Rizwan Ahmed Khan S. M. Shah Sheeraz Arif OOD 11 33 0 26 Jun 2022
Business Document Information Extraction: Towards Practical Benchmarks Matyás Skalický Stepán Simsa Michal Uřičář Milan Šulc 22 9 0 20 Jun 2022
Two Decades of Bengali Handwritten Digit Recognition: A Survey A. A. Ashikur Rahman Md. Bakhtiar Hasan Sabbir Ahmed Tasnim Ahmed Md. Hamjajul Ashmafee Mohammad Ridwan Kabir M. H. Kabir 30 24 0 05 Jun 2022
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives Anssi Männistö Mert Seker Alexandros Iosifidis Jenni Raitoharju VLM 16 5 0 05 Apr 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 15 23 0 09 Mar 2022
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 82 212 0 18 Feb 2022
What Does it Mean for a Language Model to Preserve Privacy? Hannah Brown Katherine Lee Fatemehsadat Mireshghallah Reza Shokri Florian Tramèr PILM 29 232 0 11 Feb 2022
Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning Christian Reul Stefan Tomasek Florian Langhanki U. Springmann 14 6 0 19 Jan 2022
Captcha Attack: Turning Captchas Against Humanity Mauro Conti Luca Pajola Pier Paolo Tricomi AAML 19 6 0 11 Jan 2022
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes C. Wick Jochen Zöllner Tobias Grüning 14 20 0 12 Oct 2021
Artificial Intelligence For Breast Cancer Detection: Trends & Directions S. M. Shah Rizwan Ahmed Khan Sheeraz Arif Unaiza Sajid OOD 19 68 0 03 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 98 340 0 21 Sep 2021
An End-to-End Khmer Optical Character Recognition using Sequence-to-Sequence with Attention R. Buoy Sokchea Kor Nguonly Taing 19 1 0 21 Jun 2021
Classification of Documents Extracted from Images with Optical Character Recognition Methods O. Aydin 11 10 0 15 Jun 2021
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 36 51 0 15 Apr 2021
Ontology-based Feature Selection: A Survey K. Sikelis G. Tsekouras Konstantinos I. Kotis 13 15 0 15 Apr 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition Aviad Aberdam Ron Litman Shahar Tsiper Oron Anschel Ron Slossberg Shai Mazor R. Manmatha Pietro Perona 28 101 0 20 Dec 2020
SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Chhavi Sharma Deepesh Bhageria W. Scott Srinivas Pykl A. Das Tanmoy Chakraborty Viswanath Pulabaigari Björn Gambäck 20 166 0 09 Aug 2020