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» Salient Feature Selection for Visual Concept Learning
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TROB
2008
186views more  TROB 2008»
14 years 11 months ago
Attentional Landmarks and Active Gaze Control for Visual SLAM
This paper is centered around landmark detection, tracking and matching for visual SLAM (Simultaneous Localization And Mapping) using a monocular vision system with active gaze con...
Simone Frintrop, Patric Jensfelt
MM
2005
ACM
172views Multimedia» more  MM 2005»
15 years 5 months ago
Learning the semantics of multimedia queries and concepts from a small number of examples
In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...
Apostol Natsev, Milind R. Naphade, Jelena Tesic
94
Voted
TOMCCAP
2010
202views more  TOMCCAP 2010»
14 years 6 months ago
Audio-visual atoms for generic video concept classification
We investigate the challenging issue of joint audio-visual analysis of generic videos targeting at semantic concept detection. We propose to extract a novel representation, the Sh...
Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan...
GECCO
2005
Springer
158views Optimization» more  GECCO 2005»
15 years 5 months ago
Constructive induction and genetic algorithms for learning concepts with complex interaction
Constructive Induction is the process of transforming the original representation of hard concepts with complex interaction into a representation that highlights regularities. Mos...
Leila Shila Shafti, Eduardo Pérez
ANNPR
2006
Springer
15 years 3 months ago
Visual Classification of Images by Learning Geometric Appearances Through Boosting
We present a multiclass classification system for gray value images through boosting. The feature selection is done using the LPBoost algorithm which selects suitable features of a...
Martin Antenreiter, Christian Savu-Krohn, Peter Au...