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ICPR
2008
IEEE
14 years 9 months ago
Efficient implementation of SVM for large class problems
Multiclass classification is an important problem in pattern recognition. Hierarchical SVM classifiers such as DAG-SVM and BHC-SVM are popular in solving multiclass problems. Howe...
Prabakaran Ilayaraja, N. V. Neeba, C. V. Jawahar
PERCOM
2006
ACM
14 years 7 months ago
Customizable Pervasive Applications
Human behavior and housing resist every standardization effort. Many aspects such as different technical equipment, furniture, and usage patterns make our surroundings as individu...
Torben Weis, Marcus Handte, Mirko Knoll, Christian...
CVPR
2010
IEEE
14 years 3 months ago
Multilinear Pose and Body Shape Estimation of Dressed Subjects from Image Sets
In this paper we propose a multilinear model of human pose and body shape which is estimated from a database of registered 3D body scans in different poses. The model is generated...
Nils Hasler, Hanno Ackermann, Bodo Rosenhahn, Thor...
CAIP
2009
Springer
249views Image Analysis» more  CAIP 2009»
14 years 2 months ago
Real-Time Volumetric Reconstruction and Tracking of Hands in a Desktop Environment
A probabilistic framework for vision based volumetric reconstruction and marker free tracking of hand and face volumes is presented, which exclusively relies on off-the-shelf hardw...
Christoph John, Ulrich Schwanecke, Holger Regenbre...
IROS
2006
IEEE
148views Robotics» more  IROS 2006»
14 years 2 months ago
Environment Understanding: Robust Feature Extraction from Range Sensor Data
— This paper proposes an approach allowing indoor environment supervised learning to recognize relevant features for environment understanding. Stochastic preprocessing methods i...
Antonio Romeo, Luis Montano