Browsing by Author "Zare Borzeshi, Ehsan"

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Browsing by Author "Zare Borzeshi, Ehsan"

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  • Zare Borzeshi, Ehsan (2014)
    With the improved accessibility to an exploding amount of video data and growing demand in a wide range of video analysis applications, video-based action recognition becomes an increasingly important task in computer ...
  • Zare Borzeshi, Ehsan; Piccardi, Massimo; Xu, Richard (Springer-Verlag, 2011)
    The problem of human action recognition has received increasing attention in recent years for its importance in many applications. Yet, the main limitation of current approaches is that they do not capture well the spatial ...
  • Zare Borzeshi, Ehsan; Piccardi, Massimo; Xu, Richard (IEEE Computer Society, 2011)
    This paper proposes a novel graph-based method for representing a human's shape during the performance of an action. Despite their strong representational power, graphs are computationally cumbersome for pattern analysis. ...
  • Zare Borzeshi, Ehsan; Piccardi, Massimo; Riesen, K; Bunke, H (Elsevier, 2013)
    Graphs possess a strong representational power for many types of patterns. However, a main limitation in their use for pattern analysis derives from their difficult mathematical treatment. One way of circumventing this ...
  • Zare Borzeshi, Ehsan; Concha, Oscar; Piccardi, Massimo; Xu, Richard (IEEE-Inst Electrical Electronics Engineers Inc, 2013)
    Hidden Markov models (HMMs) provide joint segmentation and classification of sequential data by efficient inference algorithms and have therefore been employed in fields as diverse as speech recognition, document processing, ...