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Video-Based Modeling, Analysis, and Recognition of Human Motion

  1. Research Article

    Continuous Learning of a Multilayered Network Topology in a Video Camera Network

    A multilayered camera network architecture with nodes as entry/exit points, cameras, and clusters of cameras at different layers is proposed. Unlike existing methods that used discrete events or appearance inf...

    Xiaotao Zou, Bir Bhanu and Amit Roy-Chowdhury

    EURASIP Journal on Image and Video Processing 2009 2009:460689

    Published on: 16 November 2009

  2. Research Article

    Modeling and Visualization of Human Activities for Multicamera Networks

    Multicamera networks are becoming complex involving larger sensing areas in order to capture activities and behavior that evolve over long spatial and temporal windows. This necessitates novel methods to proce...

    Aswin C. Sankaranarayanan, Robert Patro, Pavan Turaga, Amitabh Varshney and Rama Chellappa

    EURASIP Journal on Image and Video Processing 2009 2009:259860

    Published on: 22 October 2009

  3. Research Article

    Boosting Discriminant Learners for Gait Recognition Using MPCA Features

    This paper proposes a boosted linear discriminant analysis (LDA) solution on features extracted by the multilinear principal component analysis (MPCA) to enhance gait recognition performance. Three-dimensional...

    Haiping Lu, KN Plataniotis and AN Venetsanopoulos

    EURASIP Journal on Image and Video Processing 2009 2009:713183

    Published on: 13 October 2009

  4. Research Article

    Viewpoint Manifolds for Action Recognition

    Action recognition from video is a problem that has many important applications to human motion analysis. In real-world settings, the viewpoint of the camera cannot always be fixed relative to the subject, so ...

    Richard Souvenir and Kyle Parrigan

    EURASIP Journal on Image and Video Processing 2009 2009:738702

    Published on: 22 September 2009