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» A Fast Multifunctional Approach for Document Image Analysis
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ICIP
2010
IEEE
14 years 7 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
ICIP
2009
IEEE
14 years 7 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
ICDAR
2009
IEEE
15 years 4 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
14 years 11 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
ICDAR
2009
IEEE
14 years 7 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...