Fuzzy control of subband coded image quality using standard and fuzzy quality measure

Peter Planinsic; Bojan Gergic; Dusan Gleich; Zarko Cucej

doi:10.1117/1.1386368

1 August 2001 Fuzzy control of subband coded image quality using standard and fuzzy quality measure

Peter Planinsic, Bojan Gergic, Dusan Gleich, Zarko Cucej

Optical Engineering, Vol. 40, Issue 8, (August 2001). https://doi.org/10.1117/1.1386368

We propose a method for subband coded image quality supervision using a closed loop fuzzy controller for adjusting the quantization steps. As a measure of the image quality used in the control loop, we first use the standard quadratic quality measure SNR in decibels. We then expand this measure using the compression ratio in a novel quality measure that is designed on the basis of subjective experiments and implemented with fuzzy logic. Our results demonstrate the superior performance of the proposed fuzzy quality measure over the standard SNR quality measure in terms of correlation with the subjective impression of compressed images. The proposed method should prove to be useful, especially for natural images that have decaying power spectral density.

©(2001) Society of Photo-Optical Instrumentation Engineers (SPIE)

Citation Download Citation

Peter Planinsic, Bojan Gergic, Dusan Gleich, and Zarko Cucej "Fuzzy control of subband coded image quality using standard and fuzzy quality measure," Optical Engineering 40(8), (1 August 2001). https://doi.org/10.1117/1.1386368

Published: 1 August 2001

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