CHANGE DETECTION IN A MULTITEMPORAL SERIES OF RADAR IMAGES

被引：0

作者：

Benzid, Sami ^{[1
]}

Deledalles, Charles ^{[2
]}

Abdelfattah, Riadh ^{[1
]}

Chaabane, Ferdaous ^{[1
]}

Tupin, Florence ^{[2
]}

机构：

[1] URISA, High Sch Commun Tunis SupCom, Lab Res Satellite Imaging & Its Applicat, Nashville, TN USA

[2] TSI, Telecom Paris Tech, Lab Res Signals & Image Proc, Paris, France

来源：

2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2010年

关键词：

Automatic change detection; similarity measures; Rayleigh Distribution Ratio; Contrast measure; etc; SAR IMAGES;

D O I：

10.1109/IGARSS.2010.5653127

中图分类号：

P [天文学、地球科学];

学科分类号：

07 ;

摘要：

In the literature, several works are led around the radar images especially the detection of the cartographic objects, the 3D reconstruction and the change detection. Concerning this last application, several techniques compete to ensure the best possible result. In this paper, we aim first at developing an automatic detection procedure to compare between similarity measures. Then we propose a change detection technique based on the fusion of two similarity measures. The first one is the Contrast (C) measure [1] and the second one is the Rayleigh Distribution Ratio (RDR) measure [2]. The proposed method has been validated on simulated data and then applied on three radar images.

引用

页码：1473 / 1476

页数：4

共 10 条

[1]

BAZI Y, 2005, IEEE TGRS APR, V43

[2] Information combination operators for data fusion: A comparative review with classification [J].

Bloch, I .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1996, 26 (01) :52-67

[3] Unsupervised change detection on SAR images using fuzzy hidden Markov chains [J].

Carincotte, C ;

Derrode, S ;

Bourennane, S .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (02) :432-441

[4] Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights [J].

Deledalle, Charles-Alban ;

Denis, Loic ;

Tupin, Florence .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2009, 18 (12) :2661-2672

[5]

HACHICHA S, 2010, EUSAR 2010 AACH GERM

[6]

HACHICHA S, 2009, IEEE ICIP, P3733

[7]

INGLADA J, 2003, IEEE TGRS JUL, V6

[8] A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis [J].

Inglada, Jordi ;

Mercier, Gregoire .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (05) :1432-1445

[9]

LOPES A, 1990, P IEEE INT GEOSC REM, P2427

[10] A STATISTICAL AND GEOMETRICAL EDGE DETECTOR FOR SAR IMAGES [J].

TOUZI, R ;

LOPES, A ;

BOUSQUET, P .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1988, 26 (06) :764-773

← 1 →