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» A Fast Multifunctional Approach for Document Image Analysis
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118
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ICIP
2010
IEEE
14 years 11 months ago
A fast Multilinear ICA algorithm
We extend our previous work on Multilinear Independent Component Analysis (MICA) by introducing a Fast-MICA algorithm that demonstrates the same improvement over classical ICA as ...
Raghu G. Raj, Alan C. Bovik
94
Voted
ICIP
2009
IEEE
14 years 11 months ago
A low-complexity reduced-reference print identification algorithm
In a print production system, the ability to match a printed document with its original electronic form enables services that improve robustness of the production process, such as...
Matthew Gaubatz, Robert Ulichney, David M. Rouse
132
Voted
ICDAR
2009
IEEE
15 years 8 months ago
Text Localization in Natural Scene Images Based on Conditional Random Field
This paper proposes a novel hybrid method to robustly and accurately localize texts in natural scene images. A text region detector is designed to generate a text confidence map,...
Yi-Feng Pan, Xinwen Hou, Cheng-Lin Liu
CIKM
2005
Springer
15 years 3 months ago
Fast on-line index construction by geometric partitioning
Inverted index structures are the mainstay of modern text retrieval systems. They can be constructed quickly using off-line mergebased methods, and provide efficient support for ...
Nicholas Lester, Alistair Moffat, Justin Zobel
147
Voted
ICDAR
2009
IEEE
14 years 11 months ago
Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation
We compare in this study two image restoration approaches for the pre-processing of printed documents: namely the Non-local Means filter and a total variation minimization approac...
Laurence Likforman-Sulem, Jérôme Darb...