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138
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CIVR
2010
Springer
235views Image Analysis» more  CIVR 2010»
15 years 1 months ago
Dynamic textures for human movement recognition
Human motion can be seen as a type of texture pattern. In this paper, we adopt the ideas of spatiotemporal analysis and the use of local features for motion description. movements...
Vili Kellokumpu, Guoying Zhao, Matti Pietikäi...
153
Voted
ISF
2010
164views more  ISF 2010»
14 years 12 months ago
An SVM-based machine learning method for accurate internet traffic classification
Accurate and timely traffic classification is critical in network security monitoring and traffic engineering. Traditional methods based on port numbers and protocols have proven t...
Ruixi Yuan, Zhu Li, Xiaohong Guan, Li Xu
131
Voted
ECCV
2004
Springer
15 years 8 months ago
Human Detection Based on a Probabilistic Assembly of Robust Part Detectors
We describe a novel method for human detection in single images which can detect full bodies as well as close-up views in the presence of clutter and occlusion. Humans are modeled ...
Krystian Mikolajczyk, Cordelia Schmid, Andrew Ziss...
135
Voted
ECWEB
2009
Springer
204views ECommerce» more  ECWEB 2009»
15 years 9 months ago
Computational Complexity Reduction for Factorization-Based Collaborative Filtering Algorithms
Abstract. Alternating least squares (ALS) is a powerful matrix factorization (MF) algorithm for both implicit and explicit feedback based recommender systems. We show that by using...
István Pilászy, Domonkos Tikk
120
Voted
ISMIR
2004
Springer
155views Music» more  ISMIR 2004»
15 years 8 months ago
Visualizing and Exploring Personal Music Libraries
Nowadays, music fans are beginning to massively use mobile digital music players and dedicated software to organize and play large collections of music. In this context, users dea...
Marc Torrens, Patrick Hertzog, Josep Lluís ...