Document Type

Dissertation

Degree

Doctor of Philosophy (PhD)

Department

Electrical Engineering

First Advisor's Name

Malek Adjouadi

First Advisor's Committee Title

Committee Chair

Second Advisor's Name

Subbarao V. Wunnava

Third Advisor's Name

Armando Barreto

Fourth Advisor's Name

Prasanna Jayakar

Date of Defense

7-24-2003

Abstract

The contributions of this dissertation are in the development of two new interrelated approaches to video data compression:

1) A level-refined motion estimation and subband compensation method for the effective motion estimation and motion compensation.

2) A shift-invariant sub-decimation decomposition method in order to overcome the deficiency of the decimation process in estimating motion due to its shift-invariant property of wavelet transform.

The enormous data generated by digital videos call for an intense need of efficient video compression techniques to conserve storage space and minimize bandwidth utilization. The main idea of video compression is to reduce the interpixel redundancies inside and between the video frames by applying motion estimation and motion compensation (MEMC) in combination with spatial transform coding. To locate the global minimum of the matching criterion function reasonably, hierarchical motion estimation by coarse to fine resolution refinements using discrete wavelet transform is applied due to its intrinsic multiresolution and scalability natures.

Identifier

FI14052529

Comments

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