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» Feature Mining for Image Classification
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130
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JVCIR
2006
85views more  JVCIR 2006»
15 years 2 months ago
Combining geometrical and textured information to perform image classification
In this paper, we propose a framework to carry out supervised classification of images containing both textured and non textured areas. Our approach is based on active contours. U...
Jean-François Aujol, Tony F. Chan
113
Voted
FQAS
2006
Springer
92views Database» more  FQAS 2006»
15 years 6 months ago
Multi-module Image Classification System
In this paper, we propose an image classification system employing multiple modules. The proposed system hierarchically categorizes given sports images into one of the predefined s...
Wonil Kim, Sangyoon Oh, Sanggil Kang, Dongkyun Kim
124
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PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
15 years 8 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle
WCE
2007
15 years 3 months ago
Surface Classification from Aircraft Icing Droplet Splash Images
— The build up of water ice on aircraft flight surfaces poses a significant safety risk. As a result, much effort has gone into studying this problem in order to understand how i...
Xueqing Zhang, Stuart Barnes, David W. Hammond
121
Voted
MVA
2010
129views Computer Vision» more  MVA 2010»
14 years 9 months ago
Assessment of the influence of adaptive components in trainable surface inspection systems
Abstract In this paper, we present a framework for the classification of images in surface inspection tasks and address several key aspects of the processing chain from the origina...
Christian Eitzinger, Wolfgang Heidl, Edwin Lughofe...