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OCR Resources


This repository contains a collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).


Papers by Year

  • 2019-present
  • 2015-2018
  • 2011-2014
  • before-2010

Papers by Topics

  • overview
  • text-detection
  • text-recognition
  • text-segmentation
  • end-to-end-ocr
  • video-ocr
  • document-image-unwarping

Papers by Conferences and Journals

  • CVPR: IEEE Conference on Computer Vision and Pattern Recognition
  • NIPS: Neural Information Processing Systems
  • ECCV: European Conference on Computer Vision
  • ICCV: International Conference on Computer Vision
  • ICLR: International Conference on Learning Representations
  • AAAI: Association for the Advancement of Artificial Intelligence
  • IJCAI: International Joint Conference on Artificial Intelligence
  • BMVC: British Machine Vision Conference
  • ICPR: International Conference on Pattern Recognition
  • ICDAR: International Conference on Document Analysis and Recognition
  • TPAMI: IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IJCV: International Journal of Computer Vision
  • TIP: IEEE Transactions on Image Processing
  • TMM: IEEE Transactions on Multimedia


  • Synthetic Data
  • ICDAR Data
  • Irregular Data
  • Video Data
  • Others


  • HCIILAB Scene-Text-Detection.
  • HCIILAB Scene-Text-Recognition.
  • HCIILAB Scene-Text-End2end.
  • A general list of resources to image text localization and recognition.
  • A curated list of resources dedicated to scene text localization and recognition.
  • A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
  • Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized.
  • Links to awesome OCR projects.
  • A curated list of promising OCR resources.

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