Motion estimation techniques for a wavelet-based video coder

Mrinal K. Mandal, Sethuraman Panchanathan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Wavelet transform has been proven to be a valuable tool for image and video coding applications. Recently, a multiresolution motion estimation (MRME) technique has been proposed for wavelet-based video compression. The MRME technique estimates the motion vector hierarchically from the low resolution to the high resolution wavelet subimages, thereby reducing the computational complexity. In this paper, we propose two techniques to enhance the coding performance of the baseline MRME technique. First, we propose to use an adaptive threshold to determine whether a motion vector should be sent to the receiver resulting in a reduced number of motion vectors and hence lower bit-rate. Secondly, we propose a bi-directional motion estimation technique in the wavelet transform domain. Here, we estimate the temporal flags (direction information) only for the blocks in the lowest resolution subimages and use the same information for the corresponding blocks in the higher resolution subimages. The proposed techniques provide a superior coding performance compared to MRME technique.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsVasudev Bhaskaran, Frans Sijstermans, Sethuraman Panchanathan
Pages122-128
Number of pages7
Volume2668
StatePublished - 1996
Externally publishedYes
EventDigital Video Compression: Algorithms and Technologies 1996 - San Jose, CA, USA
Duration: Jan 31 1996Feb 2 1996

Other

OtherDigital Video Compression: Algorithms and Technologies 1996
CitySan Jose, CA, USA
Period1/31/962/2/96

Fingerprint

Motion estimation
coders
Image coding
Wavelet transforms
coding
wavelet analysis
Image compression
Computational complexity
video compression
high resolution
estimates
receivers
thresholds

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Mandal, M. K., & Panchanathan, S. (1996). Motion estimation techniques for a wavelet-based video coder. In V. Bhaskaran, F. Sijstermans, & S. Panchanathan (Eds.), Proceedings of SPIE - The International Society for Optical Engineering (Vol. 2668, pp. 122-128)

Motion estimation techniques for a wavelet-based video coder. / Mandal, Mrinal K.; Panchanathan, Sethuraman.

Proceedings of SPIE - The International Society for Optical Engineering. ed. / Vasudev Bhaskaran; Frans Sijstermans; Sethuraman Panchanathan. Vol. 2668 1996. p. 122-128.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mandal, MK & Panchanathan, S 1996, Motion estimation techniques for a wavelet-based video coder. in V Bhaskaran, F Sijstermans & S Panchanathan (eds), Proceedings of SPIE - The International Society for Optical Engineering. vol. 2668, pp. 122-128, Digital Video Compression: Algorithms and Technologies 1996, San Jose, CA, USA, 1/31/96.
Mandal MK, Panchanathan S. Motion estimation techniques for a wavelet-based video coder. In Bhaskaran V, Sijstermans F, Panchanathan S, editors, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 2668. 1996. p. 122-128
Mandal, Mrinal K. ; Panchanathan, Sethuraman. / Motion estimation techniques for a wavelet-based video coder. Proceedings of SPIE - The International Society for Optical Engineering. editor / Vasudev Bhaskaran ; Frans Sijstermans ; Sethuraman Panchanathan. Vol. 2668 1996. pp. 122-128
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