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» Using Robust Methods for Automatic Extraction of Buildings
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CVPR
2005
IEEE
16 years 23 hour ago
Random Subwindows for Robust Image Classification
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
Justus H. Piater, Louis Wehenkel, Pierre Geurts, R...
BMVC
2001
15 years 12 days ago
Tracking Mammographic Structures Over Time
A method to correspond linear structures in mammographic images is presented. Our approach is based on automatically establishing correspondence between linear structures which ap...
Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rub...
IROS
2006
IEEE
148views Robotics» more  IROS 2006»
15 years 4 months ago
Environment Understanding: Robust Feature Extraction from Range Sensor Data
— This paper proposes an approach allowing indoor environment supervised learning to recognize relevant features for environment understanding. Stochastic preprocessing methods i...
Antonio Romeo, Luis Montano
PCM
2004
Springer
236views Multimedia» more  PCM 2004»
15 years 3 months ago
Automatic Salient-Object Extraction Using the Contrast Map and Salient Points
In this paper, we propose a salient object extraction method using the contrast map and salient points for object-based image retrieval. In order to make the contrast map, we gener...
Soo Yeong Kwak, ByoungChul Ko, Hyeran Byun
AIIA
2007
Springer
15 years 4 months ago
Harvesting Relational and Structured Knowledge for Ontology Building in the WPro Architecture
We present two algorithms for supporting semi-automatic ontology building, integrated in WPro, a new architecture for ontology learning from Web documents. The first algorithm auto...
Daniele Bagni, Marco Cappella, Maria Teresa Pazien...