DocumentCode
3405839
Title
A new space image enhancement approch based on image registrtaion
Author
Jiao, Jichao ; Zhao, Baojun
Author_Institution
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
fYear
2010
fDate
24-28 Oct. 2010
Firstpage
789
Lastpage
792
Abstract
In order to enhance the space images photographed in different time or in different views, a new image enhancement approach based on image registration is proposed in this paper. The structural features named triangular feature are made by the corners detected by an improved Harris method, and then they are matched by the Triangle congruence criteria. The centers of the matched triangles are fine matched using the MLESAC method. And next, the correct feature points are taken into the transform function to calculate the registration parameters. Finally, the registrated space images are superpositioned, and the dim objects are enhanced. Real images are used to verify this algorithm and the experimental results show that the algorithm can achieve accurate registration for the space image and the dim targets are significantly enhanced.
Keywords
image enhancement; image registration; Harris method; dim object enhancement; space image enhancement; space image registration; structural feature; transform function; triangle congruence criteria; triangular feature; Feature extraction; Image enhancement; Image registration; Noise; Pixel; Transforms; feature matching; image enhancement; image registration; space image; structre feature;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-5897-4
Type
conf
DOI
10.1109/ICOSP.2010.5655922
Filename
5655922
Link To Document