Everything about Intelligent character recognition

🧭 Start here: a 6-step reading path

1. Read the overview: Intelligent character recognitionA 5-minute orientation
2. Skim a recent paper: An Intelligent Telugu Handwritten Character Recognition Using Multi-Objective Mayfly Optimization with Deep Learning–Based DenseNet ModelInfluential work since 2022
3. Pick up a classic book: Document image analysisThe most-reprinted book on the subject
4. Read the landmark paper: Intelligent character recognition using fully convolutional neural networksCited 139 times
5. Go sideways: Intelligent word recognitionA closely related topic
6. Go sideways: Optical character recognitionA closely related topic

🏆 Landmark papers (most cited)

• Intelligent character recognition using fully convolutional neural networks

  Raymond Ptucha, Felipe Petroski Such, Suhas Pillai · 2019 · Pattern Recognition · 139 citations

• Segmentation of connected characters in text-based CAPTCHAs for intelligent character recognition

  Rafaqat Hussain, Hui Gao, Riaz Ahmed Shaikh · 2016 · Multimedia Tools and Applications · 18 citations

• Intelligent Micron Optical Character Recognition of DFB Chip Using Deep Convolutional Neural Network

  Xudong Wang, Yebin Li, Juanxiu Liu · 2022 · IEEE Transactions on Instrumentation and Measurement · 11 citations

• An intelligent character recognition method to filter spam images on cloud

  Jun Chen, Hong Zhao, Jufeng Yang · 2015 · Soft Computing · 8 citations

• Stroke-based intelligent character recognition using a deterministic finite automaton

  D. Alvarez, R. Fernandez, L. Sanchez · 2015 · Logic Journal of IGPL · 7 citations

• YOLO and Blockchain Technology Applied to Intelligent Transportation License Plate Character Recognition for Security

  Fares Alharbi, Reem Alshahrani, Mohammed Zakariah · 2023 · Computers, Materials & Continua · 7 citations

• Research on License Plate Image Segmentation and Intelligent Character Recognition

  Jianping Huang · 2019 · International Journal of Pattern Recognition and Artificial Intelligence · 6 citations

• Intelligent Handwritten Character Recognition For Malayalam Scripts Using Deep Learning Approach

  Bineesh Jose, K. P. Pushpalatha · 2021 · IOP Conference Series: Materials Science and Engineering · 6 citations

🆕 Influential since 2022

• An Intelligent Telugu Handwritten Character Recognition Using Multi-Objective Mayfly Optimization with Deep Learning–Based DenseNet Model

  Vijaya Krishna Sonthi, Nagarajan S, Krishnaraj N · 2023 · ACM Transactions on Asian and Low-Resource Language Information Processing · 18 citations

• Towards intelligent supervision of operating rooms using stencil-based character recognition

  Javier Hernández-Aceituno, Juan Albino Méndez-Pérez, José M. González-Cava · 2023 · Computers in Biology and Medicine · 4 citations

• Intelligent Character Recognition Framework for Kannada Scripts via Long Short Term Memory with Thresholding-based Segmentation

  Supreetha Patel Tiptur Parashivamurthy, Dr. Sannangi Viswaradhya Rajashekararadhya · 2024 · Advances in Artificial Intelligence and Machine Learning · 2 citations

• Intelligent feed-optimized convolutional neural network for handwritten character recognition

  Triveni Banavatu, Govindaswamy Parthasarathy, N. Vadivelan · 2026 · Communications in Statistics: Case Studies, Data Analysis and Applications · 0 citations

• Intelligent Optical Character Recognition through CNN-LSTM Fusion with Dictionary Validation

  Naresh Kumar, Aparna S · 2026 · International Journal of Electronics and Communication Engineering · 0 citations

📚 Books worth reading

• Document image analysisBunke, Horst, Patrick S-P Wang · 1994
• Handwriting recognitionZhi-Qiang Liu, Jin-Hai Cai · 2003
• Optical character recognitionStephen V. Rice, George Nagy · 1999

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Intelligent word recognition Intelligent word recognition (IWR) is the recognition of unconstrained handwritten words. IWR recognizes entire handwritten words or phrases instead of…
• Optical character recognition Optical character recognition (OCR) or optical character reader is the electronic or mechanical conversion of images of typed, handwritten or printed text…
• Forms processing Forms processing is a process by which one can capture information entered into data fields and convert it into an electronic format. This can be done…
• Handwriting recognition Handwriting recognition (HWR), also known as handwritten text recognition (HTR), is the ability of a computer to receive and interpret intelligible handwritten…
• Automatic identification and data capture Automatic identification and data capture (AIDC) refers to the methods of automatically identifying objects, collecting data about them, and entering them…
• Sayre's paradox Sayre's paradox is a dilemma encountered in the design of automated handwriting recognition systems. A standard statement of the paradox is that a cursively…
• TeleForm TeleForm is a form of processing applications originally developed by Cardiff Software and now is owned by OpenText. TeleForm performs several tasks: design…
• Document processing Document processing is a field of research and a set of production processes aimed at making an analog document digital. Document processing does not simply…