• DocumentCode
    310437
  • Title

    A motion estimation and image segmentation technique based on the variable block size

  • Author

    Yeo, Hangu ; Hu, Yu Hen

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
  • Volume
    4
  • fYear
    1997
  • fDate
    21-24 Apr 1997
  • Firstpage
    3137
  • Abstract
    We discuss our effort to develop a motion estimation algorithm based on variable block size, which reduces the computational complexity dramatically while maintaining a good picture quality as well as a high compression ratio. A key step in this work is to segment each image frame into different regions using a simple binary-level classifier which performs bit-wise comparison. In the second stage, the motion estimation is performed for every block of variable block size within the changed region with a predetermined maximum search range. The proposed technique has been applied to interframe video coding, and it has been shown that this scheme can be a feasible solution for the low bit rate coding application such as video telephony
  • Keywords
    channel capacity; computational complexity; image classification; image segmentation; motion estimation; video coding; videotelephony; binary level classifier; bit wise comparison; computational complexity reduction; high compression ratio; image frame; image regions; image segmentation; interframe video coding; low bit rate coding; maximum search range; motion estimation algorithm; picture quality; variable block size; video telephony; Bit rate; Computational complexity; Discrete cosine transforms; Image coding; Image segmentation; Motion estimation; Redundancy; Telephony; Video coding; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
  • Conference_Location
    Munich
  • ISSN
    1520-6149
  • Print_ISBN
    0-8186-7919-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1997.595457
  • Filename
    595457