Document Image Analysis

Document Image Analysis is a specialized subfield of pattern recognition and computer vision that focuses on the automated interpretation, segmentation, and understanding of textual and layout components within digitized document images.

5.6K

Publications

304.6K

Citations

9.8K

Authors

2.2K

Institutions

Publications per year

2017–2026

1.4K

Variants

Dia

Parents

Computer VisionMachine Vision

Children

Character SegmentationDegraded Document AnalysisDiagram AnalysisDocument BinarizationDocument ClassificationDocument DewarpingDocument EnhancementDocument Layout AnalysisDocument RegistrationDocument Restoration

Publications

5.6K

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Handwritten Digit Recognition with a Back-Propagation Network

Yann LeCun, Bernhard E. Boser, John S. Denker et al. · neural information processing systems · 1989 · 3.6K citations

Computing, Computer Engineering, Computer Science +16

Best practices for convolutional neural networks applied to visual document analysis

P. Simard, Don Steinkraus, John Platt · 2005 · 2.8K citations

Computing, Computer Science, Computer Vision +10

Online and off-line handwriting recognition: a comprehensive survey

Réjean Plamondon, Sargur N. Srihari · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 2.5K citations

Computing, Computer Science, Information Technology +15

Adaptive document image binarization

J. Sauvola, Matti Pietikäinen · Pattern Recognition · 2000 · 2.3K citations

Computing, Computer Science, Computer Vision +11

1–5 of 5.6K

Authors

9.8K

BG
Basilis Gatos
National Centre of Scientific Research "Demokritos", Greece
84 publications · 6.2K citations
42
h-index
UP
Umapada Pal
Indian Statistical Institute, India
83 publications · 4.2K citations
38
h-index
DD
David Doermann
University of Maryland, College Park, United States
66 publications · 4.1K citations
36
h-index
FS
Faisal Shafait
German Research Centre for Artificial Intelligence, Germany
59 publications · 3.1K citations
32
h-index
IP
Ioannis Pratikakis
Democritus University of Thrace, Greece
42 publications · 4.2K citations
31
h-index

1–5 of 9.8K

Institutions

2.2K

1–8 of 2.2K

Venues

Pattern Recognition
266 publications · 21.6K citations
80
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 129 publications · 23.1K citations
75
h-index
International Journal on Document Analysis and Recognition (IJDAR)
141 publications · 6.9K citations
47
h-index
Pattern Recognition Letters
121 publications · 5.3K citations
43
h-index
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
158 publications · 4.7K citations
32
h-index

1–5