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Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences.

Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Research Abstract Details 

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  • Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Abstract Text:

    s thirumalaiS Thirumalai,n ahujaN Ahuja,

    Concerns the 3D interpretation of image sequences showing multiple objects in motion. Each object exhibits smooth motion except at certain time instants when a motion discontinuity may occur. The objects are assumed to contain point features which are detected as the images are acquired. Estimating feature trajectories in the first two frames amounts to feature matching. As more images are acquired, existing trajectories are extended. Both initial detection and extension of trajectories are done by enforcing pertinent constraints from among the following: similarity of the image plane arrangement of neighboring features, smoothness of the 3D motion and smoothness of the image plane motion. The constraints are incorporated into energy functions which are minimized using 2D Hopfield networks. Wrong matches that result from convergence to local minima are eliminated using a 1D Hopfield-like network. Experimental results on several image sequences are shown.

    Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Publishing Authors By Initials

    s thirumalaiS Thirumalai,n ahujaN Ahuja,

    For similar abstracts research abstracts see: abstracts research

    PUBMED ID PMID:

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    Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Journal Published:

    PUBLICATION TYPE: Journal Article

    Journal: IEEE transactions on neural networks / a publicati

    VOLUME: 7

    Page Numbers: 594-603

    Journal Abbreviation:

    ISSN: 1045-9227

    DAY: 11

    MONTH: 02

    YEAR: 1996

    Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Information

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    LANGUAGE: eng

    NlmUniqueID: 101211035

    Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences. Keywords Mesh Terms:

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    Grant and Affiliation Information for Parallel distributed detection of feature trajectories in multiple discontinuous motion image sequences.

    AFFILIATION: Cray Res. Inc., Eagan, MN.

    Country: United States

    United States Research PublicationUnited States Research Publication

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    MEDLINETA: IEEE Trans Neural Netw

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