DocumentCode
2898272
Title
Research of Image Automatic Clipping Methods in Air-Ground Data Link System
Author
Jing, Lian ; Ke, Wang ; Jian, Feng
Author_Institution
Coll. of Commun. Eng., Jilin Univ., Changchun
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
3822
Lastpage
3828
Abstract
In communications using air-ground data link, the data that comes from various airborne image sensors is getting huge while the bandwidth of the data link is relatively narrow. To improve image transmission efficiency in battle field condition, it is required that the images acquired by a (CCD) aerial camera using central projection were transmitted at high fidelity and speed over long distance. This paper proposed an airborne automatic data reduction scheme to solve the aforementioned problem. The key steps of this scheme are automatic image matching and clipping. The algorithm utilizes the strong logic relativities among adjacent aero-photographs and it is based on the model of 2D affine transformation. When detecting no highlighted moving targets, the algorithm performs automatic clipping for overlapping part of two adjacent images by using of Fourier-Mellin transform. The experimental results of automatic clipping and mosaic showed that the proposed algorithm was computationally efficient and easy to practice. As a robust algorithm, which has potential practical application, it can also effectively reduce downstream waiting data
Keywords
CCD image sensors; Fourier transforms; affine transforms; data reduction; image matching; image registration; military computing; remote sensing; 2D affine transformation; CCD aerial camera; Fourier-Mellin transform; aero-photographs; air-ground data link system; airborne automatic data reduction scheme; airborne image sensors; automatic image matching; bandwidth; battle field condition; image automatic clipping methods; image registration; image transmission efficiency; Bandwidth; Charge coupled devices; Charge-coupled image sensors; Cybernetics; Data engineering; Educational institutions; Fourier transforms; Image coding; Image communication; Image matching; Image sensors; Machine learning; Robustness; Affine transform; Automatic clipping; Data reduction; Fourier-Mellin transform; Image registration; Image transmission;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258691
Filename
4028737
Link To Document