Structure detection in low intensity X-ray images

被引:62
作者
Starck, JL [1 ]
Pierre, M [1 ]
机构
[1] CEA Saclay, DSM, DAPNIA, SAP, F-91191 Gif Sur Yvette, France
来源
ASTRONOMY & ASTROPHYSICS SUPPLEMENT SERIES | 1998年 / 128卷 / 02期
关键词
X-rays; general; methods; data analysis; statistical; techniques; image processing;
D O I
10.1051/aas:1998150
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
In the context of assessing and characterizing structures in X-ray images, we compare different approaches. Most often the intensity level is very low and necessitates a special treatment of Poisson statistics. The method based on wavelet function histogram is shown to be the most reliable one. We also present a multiresolution filtering method based on the wavelet coefficients detection. Comparative results are presented by means of a simulated cluster of galaxies.
引用
收藏
页码:397 / 407
页数:11
相关论文
共 19 条
[1]  
ANSCOMBE FJ, 1948, BIOMETRIKA, V35, P246, DOI 10.1093/biomet/35.3-4.246
[2]   A MULTISCALE VISION MODEL ADAPTED TO THE ASTRONOMICAL IMAGES [J].
BIJAOUI, A ;
RUE, F .
SIGNAL PROCESSING, 1995, 46 (03) :345-362
[3]  
Biviano A, 1996, ASTRON ASTROPHYS, V311, P95
[4]  
BURY P, 1995, THESIS U NICE SOPHIA
[5]  
Damiani F, 1996, ASTR SOC P, V101, P143
[6]  
ESCALERA E, 1992, ASTRON ASTROPHYS, V264, P379
[7]   WAVELET ANALYSIS OF SUBCLUSTERING - AN ILLUSTRATION, ABELL-754 [J].
ESCALERA, E ;
MAZURE, A .
ASTROPHYSICAL JOURNAL, 1992, 388 (01) :23-32
[8]  
Freeman PE, 1996, ASTR SOC P, V101, P163
[9]   WAVELET TRANSFORM ANALYSIS OF THE SMALL-SCALE X-RAY STRUCTURE OF THE CLUSTER ABELL-1367 [J].
GREBENEV, SA ;
FORMAN, W ;
JONES, C ;
MURRAY, S .
ASTROPHYSICAL JOURNAL, 1995, 445 (02) :607-623
[10]  
MURTAGH F, 1995, ASTRON ASTROPHYS SUP, V112, P179