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 :
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