AN EFFICIENT CAMOUFLAGE ASSESSMENT APPROACH FOR REMOTE SENSING IMAGES

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SEDAGHAT A.; DEHGHANI H.

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Paper Information

Journal: Advanced Defense Science and Technology Year:2012 | Volume:2 | Issue:4 (6) Page(s): 295-306

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Information Journal Paper

Title

AN EFFICIENT CAMOUFLAGE ASSESSMENT APPROACH FOR REMOTE SENSING IMAGES

Author(s)

SEDAGHAT A. | DEHGHANI H. | Issue Writer Certificate

Keywords

CAMOUFLAGE ASSESSMENTQ3

REMOTE SENSINGQ2

TEMPLATE MATCHINGQ3

UR-SIFT ALGORITHMQ3

Abstract

In this paper, an efficient method for CAMOUFLAGE ASSESSMENT in REMOTE SENSING images is presented. The proposed method consists of two main parts including TEMPLATE MATCHING algorithm and UR-SIFT (Uniform Robust Scale Invariant Feature Transform) feature extraction algorithm. In the first part, the distinctiveness between target and background based on TEMPLATE MATCHING algorithm is computed and using a Gaussian function a quantitative measure is presented for description of target camouflage. In the second part, the detectability rate of the target is investigated based on UR-SIFT ALGORITHM which is an improved version of the well known SIFT algorithm. This algorithm has been developed for feature extraction in REMOTE SENSING images. If the target has not been extracted using UR-SIFT ALGORITHM, it can be concluded which target are concealed in the its background. The proposed method has been tested using various satellites and aerial remotely sensed images in four-camouflage status and evaluated based on its performance. The results indicate the appropriate performance of the proposed method in CAMOUFLAGE ASSESSMENT in REMOTE SENSING images compared to the Darg operator.

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References

HYPERSPECTRAL IMAGERY AND CC&D CONSIDERATIONS AGAINST ITS THREATS

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APA: Copy

SEDAGHAT, A., & DEHGHANI, H.. (2012). AN EFFICIENT CAMOUFLAGE ASSESSMENT APPROACH FOR REMOTE SENSING IMAGES. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, 2(4 (6)), 295-306. SID. https://sid.ir/paper/167301/en

Vancouver: Copy

SEDAGHAT A., DEHGHANI H.. AN EFFICIENT CAMOUFLAGE ASSESSMENT APPROACH FOR REMOTE SENSING IMAGES. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY[Internet]. 2012;2(4 (6)):295-306. Available from: https://sid.ir/paper/167301/en

IEEE: Copy

A. SEDAGHAT, and H. DEHGHANI, “AN EFFICIENT CAMOUFLAGE ASSESSMENT APPROACH FOR REMOTE SENSING IMAGES,” (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, vol. 2, no. 4 (6), pp. 295–306, 2012, [Online]. Available: https://sid.ir/paper/167301/en

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