Sciweavers

1765 search results - page 2 / 353
» Combinations of Weak Classifiers
Sort
View
MCS
2002
Springer
13 years 5 months ago
New Measure of Classifier Dependency in Multiple Classifier Systems
Abstract. Recent findings in the domain of combining classifiers provide a surprising revision of the usefulness of diversity for modelling combined performance. Although there is ...
Dymitr Ruta, Bogdan Gabrys
AVBPA
2003
Springer
140views Biometrics» more  AVBPA 2003»
13 years 10 months ago
Combining SVM Classifiers for Multiclass Problem: Its Application to Face Recognition
Abstract. In face recognition, a simple classifier such as NNk − is frequently used. For a robust system, it is common to construct the multiclass classifier by combining the out...
Jaepil Ko, Hyeran Byun
ICPR
2002
IEEE
14 years 6 months ago
Combining SVM Classifiers for Handwritten Digit Recognition
In this paper, we investigate the advantages and weaknesses of various decision fusion schemes using statistical and rule-based reasoning. The cooperation schemes are applied on t...
Dejan Gorgevik, Dusan Cakmakov
PCM
2009
Springer
200views Multimedia» more  PCM 2009»
13 years 9 months ago
Weakly-Supervised Violence Detection in Movies with Audio and Video Based Co-training
In this work, we present a novel method to detect violent shots in movies. The detection process is split into two views–––the audio and video views. From the audio-view, a w...
Jian Lin, Weiqiang Wang
ICPR
2006
IEEE
14 years 6 months ago
Improving human activity detection by combining multi-dimensional motion descriptors with boosting
A new, combined human activity detection method is proposed. Our method is based on Efros et al.'s motion descriptors[2] and Ke et al.'s event detectors[3]. Since both m...
Josef Kittler, Seiji Ishikawa, Takehito Ogata, Wil...