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66
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ICDAR
2009
IEEE
15 years 5 months ago
Shape Encoded Post Processing of Gurmukhi OCR
A post-processor is an integral part of any OCR system. This paper proposes a method for detection and correction of errors in recognition results of handwritten and machine print...
Dharam Veer Sharma, Gurpreet Singh Lehal, Sarita M...
83
Voted
JMLR
2010
169views more  JMLR 2010»
14 years 5 months ago
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
Deep belief nets have been successful in modeling handwritten characters, but it has proved more difficult to apply them to real images. The problem lies in the restricted Boltzma...
Marc'Aurelio Ranzato, Alex Krizhevsky, Geoffrey E....
93
Voted
ANNPR
2008
Springer
15 years 7 days ago
Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes
In applications such as character recognition, some classes are heavily overlapped but are not necessarily to be separated. For classification of such overlapping classes, either d...
Cheng-Lin Liu
ICML
2008
IEEE
15 years 11 months ago
Graph kernels between point clouds
Point clouds are sets of points in two or three dimensions. Most kernel methods for learning on sets of points have not yet dealt with the specific geometrical invariances and pra...
Francis R. Bach
BMVC
1998
14 years 11 months ago
A Novel Confidence-Based Framework for Multiple Expert Decision Fusion
A novel confidence-based parallel multiple expert decision combination framework is introduced. The traditional approaches to parallel multiple source decision fusion either take ...
Ahmad Fuad Rezaur Rahman, Michael C. Fairhurst