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ICDAR
2007
IEEE
15 years 6 months ago
Handwritten Word Recognition Using Conditional Random Fields
The paper describes a lexicon driven approach for word recognition on handwritten documents using Conditional Random Fields(CRFs). CRFs are discriminative models and do not make a...
Shravya Shetty, Harish Srinivasan, Sargur N. Sriha...
ICDAR
2007
IEEE
15 years 6 months ago
Building Compact MQDF Classifier for Off-line Handwritten Chinese Characters by Subspace Distribution Sharing
Quadratic classifier with modified quadratic discriminant function (MQDF) has been successfully applied to recognition of handwritten characters to achieve very good performance. ...
Teng Long, Lianwen Jin
ICDAR
2007
IEEE
15 years 3 months ago
Arabic Handwriting Recognition Competition
This paper describes the Arabic handwriting recognition competition held at ICDAR 2009. This third competition (the first was at ICDAR 2005 and the second at ICDAR 2007) again use...
Volker Märgner, Haikal El Abed
ICDAR
2007
IEEE
15 years 6 months ago
An Overview of the Tesseract OCR Engine
The Tesseract OCR engine, as was the HP Research Prototype in the UNLV Fourth Annual Test of OCR Accuracy[1], is described in a comprehensive overview. Emphasis is placed on aspec...
R. Smith
ICDAR
2007
IEEE
15 years 6 months ago
Energy-Based Models in Document Recognition and Computer Vision
The Machine Learning and Pattern Recognition communities are facing two challenges: solving the normalization problem, and solving the deep learning problem. The normalization pro...
Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu...
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