A comparison of image quality metric performances under practical conditions

A comparison of image quality metric performances under practical conditions

In this paper three image quality metrics are compared: mean-square error (MSE), noise quality measure (NQM), and structural information metric (SIM). Such a comparison is made in order to evaluate the performance of those different metrics under practical conditions. Experimental results along with...

Full description

Saved in:
Bibliographic Details
Published in:IEEE International Conference on Image Processing 2005 Vol. 3; pp. III - 1192
Main Authors: de Freitas Zampolo, R., Seara, R.
Format: Conference Proceeding
Language:English
Published: IEEE 2005
Subjects:
Humans
Image databases
Image quality
Laboratories
Layout
Noise measurement
PSNR
Psychology
Quality assessment
Signal processing
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper three image quality metrics are compared: mean-square error (MSE), noise quality measure (NQM), and structural information metric (SIM). Such a comparison is made in order to evaluate the performance of those different metrics under practical conditions. Experimental results along with statistical indices of performance are provided. The referred results suggest that there are situations in which the MSE-based metric outperforms the two other considered metrics.
ISBN:9780780391345
0780391349
ISSN:1522-4880
2381-8549
DOI:10.1109/ICIP.2005.1530611