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    Motion Fields to Predict Play Evolution in Dynamic Sport Scenes 

    Kim, Kihwan; Grundmann, Matthias; Shamir, Ariel; Matthews, Iain; Hodgins, Jessica; Essa, Irfan (Georgia Institute of Technology, 2010-06)
    Videos of multi-player team sports provide a challenging domain for dynamic scene analysis. Player actions and interactions are complex as they are driven by many factors, such as the short-term goals of the individual ...
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    Detecting Regions of Interest in Dynamic Scenes with Camera Motions 

    Kim, Kihwan; Lee, Dongryeol; Essa, Irfan (Georgia Institute of Technology, 2012-06)
    We present a method to detect the regions of interests in moving camera views of dynamic scenes with multiple moving objects. We start by extracting a global motion tendency that reflects the scene context by tracking ...
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    Gaussian Process Regression Flow for Analysis of Motion Trajectories 

    Kim, Kihwan; Lee, Dongryeol; Essa, Irfan (Georgia Institute of Technology, 2011-11)
    Recognition of motions and activities of objects in videos requires effective representations for analysis and matching of motion trajectories. In this paper, we introduce a new representation specifically aimed at ...
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    Player Localization Using Multiple Static Cameras for Sports Visualization 

    Hamid, Raffay; Kumar, Ram Krishan; Grundmann, Matthias; Kim, Kihwan; Essa, Irfan; Hodgins, Jessica (Georgia Institute of Technology, 2010-06)
    We present a novel approach for robust localization of multiple people observed using multiple cameras. We use this location information to generate sports visualizations, which include displaying a virtual offside line ...

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    Author
    Essa, Irfan (4)
    Kim, Kihwan (4)
    Grundmann, Matthias (2)Hodgins, Jessica (2)Lee, Dongryeol (2)Hamid, Raffay (1)Kumar, Ram Krishan (1)Matthews, Iain (1)Shamir, Ariel (1)SubjectCamera motions (1)Data fusion (1)Dynamic scenes (1)Flow fields (1)Gaussian process (1)Gaussian process regression (1)Kurtosis (1)Motion field (1)Motion trajectories (1)Multi-agent systems (1)... View MoreDate Issued2012 (1)2011 (1)2010 (2)
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