Restoration of images degraded by atmospheric turbulence by a least-squares method and a Markov process

被引:4
作者
Granier, B [1 ]
Figue, J [1 ]
Refregier, P [1 ]
机构
[1] ECOLE NATL SUPER PHYS MARSEILLE,F-13397 MARSEILLE,FRANCE
关键词
D O I
10.1364/OL.21.000423
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a two-step deconvolution method for restoring images degraded by atmospheric turbulence. The first step is linear space-invariant filtering, and the second step is a nonhomogeneous Markov process. This nonhomogeneous method preserves the discontinuities of the original image better than the homogeneous method does. (C) 1996 Optical Society of America
引用
收藏
页码:423 / 425
页数:3
相关论文
共 9 条
[1]  
BARLAUD M, 1986, TRAIT SIGNAL, V10, P171
[2]  
BESAG J, 1986, J R STAT SOC B, V48, P259
[3]  
DAINTY JC, 1987, IMAGE RECOVERY THEOR, P195
[4]   IMAGE-RECONSTRUCTION AND RESTORATION - OVERVIEW OF COMMON ESTIMATION STRUCTURES AND PROBLEMS [J].
DEMOMENT, G .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (12) :2024-2036
[5]   STOCHASTIC RELAXATION, GIBBS DISTRIBUTIONS, AND THE BAYESIAN RESTORATION OF IMAGES [J].
GEMAN, S ;
GEMAN, D .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :721-741
[6]  
Goldring T., 1988, Proceedings of the SPIE - The International Society for Optical Engineering, V874, P307, DOI 10.1117/12.943871
[7]   DECONVOLUTION FROM WAVE-FRONT SENSING - A NEW TECHNIQUE FOR COMPENSATING TURBULENCE-DEGRADED IMAGES [J].
PRIMOT, J ;
ROUSSET, G ;
FONTANELLA, JC .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1990, 7 (09) :1598-1608
[8]  
TAN HL, 1991, IEEE T PATTERN ANAL, V14, P3
[9]   Restoration of differently blurred versions of an image with measurement errors in the PSF's [J].
Ward, Rabab K. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1993, 2 (03) :369-381