DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition

Author:

Coquenet Denis1ORCID,Chatelain Clement2ORCID,Paquet Thierry1ORCID

Affiliation:

1. LITIS EA 4108, University of Rouen Normandy and Normandie Université, France

2. LITIS EA 4108, INSA Rouen Normandy and Normandie Université, France

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference52 articles.

1. Chargrid-OCR: End-to-end trainable optical character recognition through semantic segmentation and object detection;reisswig,2019

2. Chargrid: Towards Understanding 2D Documents

3. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol,2019

4. BERTgrid: Contextualized embedding for 2D document representation and understanding;denk,2019

5. Are Multidimensional Recurrent Layers Really Necessary for Handwritten Text Recognition?

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