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» Reading Text in the Wild with Convolutional Neural Networks
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ICDAR
2009
IEEE
13 years 11 months ago
Error-Correcting Output Coding for the Convolutional Neural Network for Optical Character Recognition
It is known that convolutional neural networks (CNNs) are efficient for optical character recognition (OCR) and many other visual classification tasks. This paper applies error-co...
Huiqun Deng, George Stathopoulos, Ching Y. Suen
CVPR
1997
IEEE
14 years 7 months ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun
ICDAR
2005
IEEE
13 years 10 months ago
Text Recognition of Low-resolution Document Images
Cheap and versatile cameras make it possible to easily and quickly capture a wide variety of documents. However, low resolution cameras present a challenge to OCR because it is vi...
Charles E. Jacobs, Patrice Y. Simard, Paul A. Viol...
ICPR
2008
IEEE
13 years 11 months ago
A new courtesy amount recognition module of a Check Reading System
A new courtesy amount recognition module of CENPARMI’s Check Reading System (CRS) is proposed in this paper. The module consists of 3 main segments: pre-processing, segmentation...
Wu Ding, Ching Y. Suen, Adam Krzyzak
IJCNN
2000
IEEE
13 years 9 months ago
Phoneme Recognition with Staged Neural Networks
This paper presents a staged series of artificial neural networks (ANNs) for phoneme recognition for text-to-speech applications. Contrary from much of the prior published literat...
Fabio A. Arciniegas, Mark J. Embrechts