OCR Resources

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

Contents

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

Datasets

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

References

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