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» Semi-Supervised Novelty Detection
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ICOST
2010
Springer
15 years 1 months ago
Use Cases for Abnormal Behaviour Detection in Smart Homes
While people have many ideas about how a smart home should react to particular behaviours from their inhabitant, there seems to have been relatively little attempt to organise this...
An C. Tran, Stephen Marsland, Jens Dietrich, Hans ...
DAGM
2004
Springer
15 years 1 months ago
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
Matthias Rätsch, Sami Romdhani, Thomas Vetter
PAA
2010
14 years 4 months ago
Multiple Condensation filters for road detection and tracking
In this paper, we present a novel and robust road tracking system for vision-based personal navigation. Novelty of the work includes the use of multiple Condensation filters to tra...
Li Bai, Yan Wang, Michael C. Fairhurst
EUROGP
2009
Springer
130views Optimization» more  EUROGP 2009»
15 years 4 months ago
One-Class Genetic Programming
One-class classification naturally only provides one-class of exemplars, the target class, from which to construct the classification model. The one-class approach is constructed...
Robert Curry, Malcolm I. Heywood
ICMCS
2005
IEEE
141views Multimedia» more  ICMCS 2005»
15 years 3 months ago
Events Detection for an Audio-Based Surveillance System
The present research deals with audio events detection in noisy environments for a multimedia surveillance application. In surveillance or homeland security most of the systems ai...
Chloé Clavel, Thibaut Ehrette, Gaël Ri...