A new image distortion measure based on wavelet decomposition

被引:28
作者
Beghdadi, A [1 ]
Pesquet-Popescu, B [1 ]
机构
[1] Univ Paris 13, L2TI, Inst Galilee, F-93430 Villetaneuse, France
来源
SEVENTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOL 1, PROCEEDINGS | 2003年
关键词
D O I
10.1109/ISSPA.2003.1224745
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a novel image distortion measure based on a non-redundant wavelet decomposition. The proposed image quality measure is compared with the PSNR and a previously introduced Wigner-Ville Distribution-based measure on some real images and simulated degradations. The obtained results are assessed on the basis of consistency with the subjective quality assessment and the complexity of the measure.
引用
收藏
页码:485 / 488
页数:4
相关论文
共 12 条
[1]   Interpreting translation-invariant wavelet shrinkage as a new image smoothing scale space [J].
Chambolle, A ;
Lucier, BJ .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (07) :993-1000
[2]   Nonlinear wavelet image processing: Variational problems, compression, and noise removal through wavelet shrinkage [J].
Chambolle, A ;
DeVore, RA ;
Lee, NY ;
Lucier, BJ .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (03) :319-335
[3]  
Daly S., 1993, The visible differences predictor, P179
[4]  
IRODACHE R, 2001, P ISSPA 2001 KL MAL, P430
[5]  
*ITU R, 1995, BT5007 ITUR
[6]   PREATTENTIVE TEXTURE-DISCRIMINATION WITH EARLY VISION MECHANISMS [J].
MALIK, J ;
PERONA, P .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1990, 7 (05) :923-932
[7]  
Mallat S., 2008, A wavelet tour of signal processing: The sparse way, Vthird
[8]  
MEESTERS L, SIGNAL PROCESSING, V82, P369
[9]   Stochastic fractal models for image processing [J].
Pesquet-Popescu, B ;
Véhel, JL .
IEEE SIGNAL PROCESSING MAGAZINE, 2002, 19 (05) :48-62
[10]   SEGMENTATION OF TEXTURED IMAGES AND GESTALT ORGANIZATION USING SPATIAL SPATIAL-FREQUENCY REPRESENTATIONS [J].
REED, TR ;
WECHSLER, H .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (01) :1-12