Predictive search algorithm for vector quantization of images

Chung-Ming Kuo; Chaur-Heh Hsieh; Shiuh-Ku Weng

doi:10.1117/1.1467937

1 May 2002 Predictive search algorithm for vector quantization of images

Chung-Ming Kuo, Chaur-Heh Hsieh, Shiuh-Ku Weng

Optical Engineering, Vol. 41, Issue 5, (May 2002). https://doi.org/10.1117/1.1467937

We present a fast predictive search algorithm for vectorquan- tization (VQ) based on a wavelet transform and weighted average Kalman filter (WAKF). With the proposed algorithm, the minimum distortion code word can be found by searching only a portion of the wavelet transformed code book. If the minimum distortion code word found falls within a predicted search area obtained by the WAKF algorithm, the relative address that is shorter than the absolute address for a full search range is sent to the decoder. Simulation results indicate that the proposed algorithm achieves a significant reduction in computations and about a 30% bit-rate reduction, as compared to conventional full search VQs. In addition, the reconstructed quality is equivalent to that of the full search algorithm.

©(2002) Society of Photo-Optical Instrumentation Engineers (SPIE)

Citation Download Citation

Chung-Ming Kuo, Chaur-Heh Hsieh, and Shiuh-Ku Weng "Predictive search algorithm for vector quantization of images," Optical Engineering 41(5), (1 May 2002). https://doi.org/10.1117/1.1467937

Published: 1 May 2002

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

Members: $24.00

Non-members: $28.00 ADD TO CART

JOURNAL ARTICLE
11 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Stereolithography

Autoregressive models

Computer programming

Filtering (signal processing)

Wavelet transforms

Wavelets

Algorithm development

Show All Keywords

Keywords/Phrases

Search In:

Publication Years