Video coding using Karhunen-Loeve transform and motion compensation

Yurij S. Musatenko; Olexandr M. Soloveyko; Vitalij N. Kurashov; Vladislav A. Dubikovskiy

doi:10.1117/12.354712

21 July 1999 Video coding using Karhunen-Loeve transform and motion compensation

Yurij S. Musatenko, Olexandr M. Soloveyko, Vitalij N. Kurashov, Vladislav A. Dubikovskiy

Proceedings Volume 3716, Visual Information Processing VIII; (1999) https://doi.org/10.1117/12.354712
Event: AeroSense '99, 1999, Orlando, FL, United States

Abstract

The paper present a new method for video compression. The discussed techniques consider video frames as a set of correlated images. Common approach to the problem of compression of correlated images is to use some orthogonal transform, for example cosine or wavelet transform, in order to remove the correlation among images and then to compress resolution coefficients using already known compression technique such as JPEG or EZW. However, the most optimal representation for removing of correlation among images is Karhunen-Loeve (KL) transform. In the paper we apply recently proposed Optimal Image Coding using KL transform method (OICKL) based on this approach. In order to take into account the nature of video we use Triangle Motion Compensation to improve correlation among frames. Experimental part compares the performance of plain OICKL codec with OICKL and motion compensation combined. Recommendations concerning using of motion compensation with OICKL technique are worked out.

Citation Download Citation

Yurij S. Musatenko, Olexandr M. Soloveyko, Vitalij N. Kurashov, and Vladislav A. Dubikovskiy "Video coding using Karhunen-Loeve transform and motion compensation", Proc. SPIE 3716, Visual Information Processing VIII, (21 July 1999); https://doi.org/10.1117/12.354712

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available