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» Modeling Dynamic Textures Using Subspace Mixtures
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TITS
2008
109views more  TITS 2008»
13 years 8 months ago
Pedestrian Detection and Tracking Using a Mixture of View-Based Shape-Texture Models
Stefan Munder, Christoph Schnörr, Dariu M. Ga...
ICMCS
2008
IEEE
211views Multimedia» more  ICMCS 2008»
14 years 3 months ago
A real-time video surveillance system with human occlusion handling using nonlinear regression
This paper presents a real-time single-camera surveillance system, aiming at detecting and partly analyzing a group of people. A set of moving persons is segmented using a combina...
Jungong Han, Minwei Feng, Peter H. N. de With
INTERSPEECH
2010
13 years 3 months ago
Prosodic speaker verification using subspace multinomial models with intersession compensation
We propose a novel approach to modeling prosodic features. Inspired by Joint Factor Analysis model (JFA), our model is based on the same idea of introducing subspace of model para...
Marcel Kockmann, Lukas Burget, Ondrej Glembek, Luc...
ICASSP
2011
IEEE
13 years 9 days ago
Subspace pursuit method for kernel-log-linear models
This paper presents a novel method for reducing the dimensionality of kernel spaces. Recently, to maintain the convexity of training, loglinear models without mixtures have been u...
Yotaro Kubo, Simon Wiesler, Ralf Schlüter, He...
CVPR
2009
IEEE
14 years 3 months ago
Robust shadow and illumination estimation using a mixture model
Illuminant estimation from shadows typically relies on accurate segmentation of the shadows and knowledge of exact 3D geometry, while shadow estimation is difficult in the presen...
Alexandros Panagopoulos, Dimitris Samaras, Nikos P...