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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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    Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths 

    Grundmann, Matthias; Kwatra, Vivek; Essa, Irfan (Georgia Institute of Technology, 2011-06)
    We present a novel algorithm for automatically applying constrainable, L1-optimal camera paths to generate stabilized videos by removing undesired motions. Our goal is to compute camera paths that are composed of constant, ...
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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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    Efficient Hierarchical Graph-Based Video Segmentation 

    Grundmann, Matthias; Kwatra, Vivek; Han, Mei; Essa, Irfan (Georgia Institute of Technology, 2010-06)
    We present an efficient and scalable technique for spatiotemporal segmentation of long video sequences using a hierarchical graph-based algorithm. We begin by oversegmenting a volumetric video graph into space-time ...
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    Discontinuous Seam-Carving for Video Retargeting 

    Grundmann, Matthias; Kwatra, Vivek; Han, Mei; Essa, Irfan (Georgia Institute of Technology, 2010-06)
    We introduce a new algorithm for video retargeting that uses discontinuous seam-carving in both space and time for resizing videos. Our algorithm relies on a novel appearance-based temporal coherence formulation that ...

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    Author
    Essa, Irfan (5)
    Grundmann, Matthias (5)
    Kwatra, Vivek (3)Han, Mei (2)Hodgins, Jessica (2)Kim, Kihwan (2)Hamid, Raffay (1)Kumar, Ram Krishan (1)Matthews, Iain (1)Shamir, Ariel (1)SubjectCamera motions (1)Data fusion (1)Hierarchical segmentation (1)Image sequences (1)Images (1)L1 optimal camera paths (1)Linear segments (1)Motion field (1)Multi-agent systems (1)Multi-player sports (1)... View MoreDate Issued2011 (1)2010 (4)
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