This paper proposes a new technique in wavelet video compression that exploits the spatiotemporal regularity of the video. A sequence of frames is said to be regular along the directions in which the pixels vary the least. The directions of regularity of a sequence depend on both its motion content and its spatial structure. We model these directions by a 3D vector field, referred as the structural flow. This flow determines the paths of regularity along which the entropy of the data is smaller. We use these paths to construct a special class of wavelet basis, i.e., the 3D orthonormal bandelet basis for the directional decomposition of the sequence. Our experiments on several standard video sequences demonstrate the significant improvement in compression compared to the standard wavelet video coding.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Video compression using structural flow


    Contributors:
    Alatas, O. (author) / Javed, O. (author) / Shah, M. (author)


    Publication date :

    2005-01-01


    Size :

    1046095 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Video Compression using Structural Flow

    Alatas, O. / Javed, O. / Shah, M. | British Library Conference Proceedings | 2005


    Video Compression using Blur Compensation

    Budagavi, M. | British Library Conference Proceedings | 2005



    Video Compression Study

    Pryor, Jonathan | NTRS | 2016


    Video-compression scheme

    Lum, H., Jr. / Matsumoto, Y. | NTRS | 1980