Linear-projection-based classification of human postures in time-of-flight data

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn , Issue , 2009, Pages 559-564

  Wientapper, Folker ^a   Ahrens, Katrin ^a   Wuest, Harald ^a   Bockholt, Ulrich ^a  

^a FRAUNHOFER IGD   (Germany)

Author keywords

Ambient assisted living (AAL); Classification; Human pose estimation; Linear discriminant analysis (LDA); Linear projection; Locality preserving projections (LPP); Machine learning; PCA; Time of flight camera

Indexed keywords

AMBIENT ASSISTED LIVING; HUMAN POSE; LINEAR DISCRIMINANT ANALYSIS; LINEAR PROJECTIONS; LOCALITY PRESERVING PROJECTIONS; MACHINE-LEARNING; TIME-OF-FLIGHT CAMERAS;

CAMERAS; CYBERNETICS; DISCRIMINANT ANALYSIS; GESTURE RECOGNITION; IMAGE RETRIEVAL; LEARNING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 74849139223     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2009.5346892     Document Type: Conference Paper

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