Artifact Removal for GLS Map Makers by Means of Post-Processing

被引:35
|
作者
Piazzo, Lorenzo [1 ]
Ikhenaode, David [1 ]
Natoli, Paolo [2 ]
Pestalozzi, Michele [3 ]
Piacentini, Francesco [4 ]
Traficante, Alessio [5 ]
机构
[1] Univ Roma La Sapienza, Dept Informat Elect & Telecommun, I-00185 Rome, Italy
[2] Univ Ferrara, Dept Phys, I-44121 Ferrara, Italy
[3] Natl Inst Astrophys, IAPS INAF, I-00133 Rome, Italy
[4] Univ Roma La Sapienza, Dept Phys, I-00185 Rome, Italy
[5] Univ Manchester, Jodrell Bank Ctr, Manchester M13 9PL, Lancs, England
关键词
Astrophysics; infrared imaging; least squares methods; map making; MAKING ALGORITHM;
D O I
10.1109/TIP.2012.2197009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The quality of astrophysical images produced by means of the generalized least square (GLS) approach may be degraded by the presence of artificial structures, obviously not present in the sky. This problem affects, in different degrees, all images produced by the instruments onboard the European Space Agency's Herschel satellite. In this paper, we analyze these artifacts and introduce a method to remove them. The method is based on a post-processing of GLS image that estimates and removes the artifacts subtracting them from the original image. We find that the only drawback of this method is a slight increase of the background noise which, however, can be mitigated by detecting the artifacts and by performing the subtraction only where they are detected. The efficiency of the approach is demonstrated and quantified using simulated and real data.
引用
收藏
页码:3687 / 3696
页数:10
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