Spatial Shape Error Concealment Utilising Image Texture

    Research output: Chapter in Book/Conference paperConference paper

    2 Citations (Scopus)

    Abstract

    In applications where shape is used as metadata to describe image and video content, image dependent techniques exhibit superior error concealment performance compared to the traditional MPEG-4 like image-independent techniques. The image corresponding to a particular shape may not be readily known at the decoder and rather needs to be retrieved from of a set of images. This paper presents a novel shape error concealment technique utilising image texture (SECI) that investigates image matching techniques based on partial-shapes and use the obtained image for error concealment. Iterative closest point, independent component analysis and the modified Hausdorff distance algorithms are used to establish the corresponding image to the shape. The rubberband contour detecting function is employed in the core of the error concealment process. Experimental results show the effectiveness of the proposed technique and corroborate the superior performance of the new SECI technique compared with established shape-based concealment techniques.
    Original languageEnglish
    Title of host publicationThe Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA)
    Place of PublicationSingapore
    PublisherIEEE, Institute of Electrical and Electronics Engineers
    Pages265-270
    VolumeSingle
    ISBN (Print)9781424487554
    Publication statusPublished - 2011
    EventSpatial Shape Error Concealment Utilising Image Texture - Beijing, PEOPLES R CHINA
    Duration: 1 Jan 2011 → …

    Conference

    ConferenceSpatial Shape Error Concealment Utilising Image Texture
    Period1/01/11 → …

    Fingerprint

    Image texture
    Image matching
    Independent component analysis
    Metadata

    Cite this

    Sohel, F., Bennamoun, M., & Hahn, M. (2011). Spatial Shape Error Concealment Utilising Image Texture. In The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA) (Vol. Single, pp. 265-270). Singapore: IEEE, Institute of Electrical and Electronics Engineers.
    Sohel, Ferdous ; Bennamoun, Mohammed ; Hahn, M. / Spatial Shape Error Concealment Utilising Image Texture. The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). Vol. Single Singapore : IEEE, Institute of Electrical and Electronics Engineers, 2011. pp. 265-270
    @inproceedings{20dbdd11bf494aa2a1ba238e83e8271c,
    title = "Spatial Shape Error Concealment Utilising Image Texture",
    abstract = "In applications where shape is used as metadata to describe image and video content, image dependent techniques exhibit superior error concealment performance compared to the traditional MPEG-4 like image-independent techniques. The image corresponding to a particular shape may not be readily known at the decoder and rather needs to be retrieved from of a set of images. This paper presents a novel shape error concealment technique utilising image texture (SECI) that investigates image matching techniques based on partial-shapes and use the obtained image for error concealment. Iterative closest point, independent component analysis and the modified Hausdorff distance algorithms are used to establish the corresponding image to the shape. The rubberband contour detecting function is employed in the core of the error concealment process. Experimental results show the effectiveness of the proposed technique and corroborate the superior performance of the new SECI technique compared with established shape-based concealment techniques.",
    author = "Ferdous Sohel and Mohammed Bennamoun and M. Hahn",
    year = "2011",
    language = "English",
    isbn = "9781424487554",
    volume = "Single",
    pages = "265--270",
    booktitle = "The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA)",
    publisher = "IEEE, Institute of Electrical and Electronics Engineers",
    address = "United States",

    }

    Sohel, F, Bennamoun, M & Hahn, M 2011, Spatial Shape Error Concealment Utilising Image Texture. in The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). vol. Single, IEEE, Institute of Electrical and Electronics Engineers, Singapore, pp. 265-270, Spatial Shape Error Concealment Utilising Image Texture, 1/01/11.

    Spatial Shape Error Concealment Utilising Image Texture. / Sohel, Ferdous; Bennamoun, Mohammed; Hahn, M.

    The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). Vol. Single Singapore : IEEE, Institute of Electrical and Electronics Engineers, 2011. p. 265-270.

    Research output: Chapter in Book/Conference paperConference paper

    TY - GEN

    T1 - Spatial Shape Error Concealment Utilising Image Texture

    AU - Sohel, Ferdous

    AU - Bennamoun, Mohammed

    AU - Hahn, M.

    PY - 2011

    Y1 - 2011

    N2 - In applications where shape is used as metadata to describe image and video content, image dependent techniques exhibit superior error concealment performance compared to the traditional MPEG-4 like image-independent techniques. The image corresponding to a particular shape may not be readily known at the decoder and rather needs to be retrieved from of a set of images. This paper presents a novel shape error concealment technique utilising image texture (SECI) that investigates image matching techniques based on partial-shapes and use the obtained image for error concealment. Iterative closest point, independent component analysis and the modified Hausdorff distance algorithms are used to establish the corresponding image to the shape. The rubberband contour detecting function is employed in the core of the error concealment process. Experimental results show the effectiveness of the proposed technique and corroborate the superior performance of the new SECI technique compared with established shape-based concealment techniques.

    AB - In applications where shape is used as metadata to describe image and video content, image dependent techniques exhibit superior error concealment performance compared to the traditional MPEG-4 like image-independent techniques. The image corresponding to a particular shape may not be readily known at the decoder and rather needs to be retrieved from of a set of images. This paper presents a novel shape error concealment technique utilising image texture (SECI) that investigates image matching techniques based on partial-shapes and use the obtained image for error concealment. Iterative closest point, independent component analysis and the modified Hausdorff distance algorithms are used to establish the corresponding image to the shape. The rubberband contour detecting function is employed in the core of the error concealment process. Experimental results show the effectiveness of the proposed technique and corroborate the superior performance of the new SECI technique compared with established shape-based concealment techniques.

    M3 - Conference paper

    SN - 9781424487554

    VL - Single

    SP - 265

    EP - 270

    BT - The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA)

    PB - IEEE, Institute of Electrical and Electronics Engineers

    CY - Singapore

    ER -

    Sohel F, Bennamoun M, Hahn M. Spatial Shape Error Concealment Utilising Image Texture. In The Proceedings of the 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). Vol. Single. Singapore: IEEE, Institute of Electrical and Electronics Engineers. 2011. p. 265-270