Graduation Semester and Year

2012

Language

English

Document Type

Thesis

Degree Name

Master of Science in Electrical Engineering

Department

Electrical Engineering

First Advisor

Kamisetty R Rao

Abstract

Video communications require significant amounts of information transmission. Video compression involves the bitrate reduction of a digital video signal carrying visual information. Compression can be a lossless or a lossy operation. Because of the immense volume of video information, lossy operations are mainly used for video compression. H.264 is a video compression standard that defines a wide set of coding tools to achieve compression. Transform coding is a lossy compression technique that exploits statistical dependencies between image pixels by converting them into coefficients with little or no dependencies. Block transform coding is widely used in image and video compression systems, which makes use of the high degree of correlation between adjacent image pixels to provide energy compaction or coding gain in the transform domain. An integer approximation of DCT-II is used for transform coding in H.264 and also in HEVC, which is the latest upcoming video compression standard. The conventional DCT is implemented through two 1D transforms, one along the vertical direction and another along the horizontal direction. The conventional DCT seems to be the best choice for image blocks in which vertical and/or horizontal edges are dominating. To exploit the redundancies along dominant directions in an image block other than vertical and horizontal, many directional transform schemes were proposed. It is observed that after performing intra prediction, there is still significant directional information left in the prediction residual. To exploit the directionality in the intra prediction residuals, many mode dependent transforms were proposed. The mode dependent DCT/DST is one of them, which was considered during the standardization activities of HEVC. Categorizing the intra prediction directions depending upon whether prediction in an image block is made only from the top row of reference samples or the left column of reference samples or both, DST-VII and DCT-II are adaptively used for the 1D vertical and horizontal transforms. The purpose of this thesis is to revisit this scheme and analyze its performance in H.264 for 4x4 luma intra prediction residuals. HEVC uses DST for 4x4 intra prediction residuals only. The performance of the proposed mode dependent DCT/DST in H.264 is compared with the default H.264 transform implementation and also the latest default HEVC transform implementation.

Disciplines

Electrical and Computer Engineering | Engineering

Comments

Degree granted by The University of Texas at Arlington

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