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Volumn 21, Issue 4, 2012, Pages 2141-2151

Change detection in synthetic aperture radar images based on image fusion and fuzzy clustering

Author keywords

Clustering; fuzzy C means (FCM) algorithm; image change detection; image fusion; synthetic aperture radar (SAR)

Indexed keywords

AVERAGE OPERATOR; BACKGROUND INFORMATION; C-MEANS CLUSTERING ALGORITHM; CHANGE DETECTION; CLUSTERING; DIFFERENCE IMAGES; DISTRIBUTION-FREE; FUSION STRATEGIES; FUZZY C-MEANS ALGORITHMS; HIGH FREQUENCY BANDS; IMAGE CHANGE DETECTION; IMAGE FUSION TECHNIQUES; IMPROVED FUZZY CLUSTERING; LOG-RATIO IMAGES; LOW FREQUENCY BAND; SAR IMAGES; SPATIAL CONTEXT; SPECKLE NOISE; SYNTHETIC APERTURE RADAR (SAR); SYNTHETIC APERTURE RADAR (SAR) IMAGES; WAVELET COEFFICIENTS; WAVELET FUSION;

EID: 84859060840     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2170702     Document Type: Article
Times cited : (505)

References (25)
  • 1
    • 14844339425 scopus 로고    scopus 로고
    • Image change detection algorithms: A systematic survey
    • DOI 10.1109/TIP.2004.838698
    • R. J. Radke, S. Andra, O. Al-Kofahi, and B. Roysam, "Image change detection algorithms: A systematic survey," IEEE Trans. Image Process., vol. 14, no. 3, pp. 294-307, Mar. 2005. (Pubitemid 40351907)
    • (2005) IEEE Transactions on Image Processing , vol.14 , Issue.3 , pp. 294-307
    • Radke, R.J.1    Andra, S.2    Al-Kofahi, O.3    Roysam, B.4
  • 2
    • 0036543746 scopus 로고    scopus 로고
    • An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images
    • DOI 10.1109/TIP.2002.999678, PII S1057714902004621
    • L. Bruzzone and D. F. Prieto, "An adaptive semiparametric and context- based approach to unsupervised change detection in multi-temporal remote-sensing images," IEEE Trans. Image Process., vol. 11, no. 4, pp. 452-466, Apr. 2002. (Pubitemid 34692395)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 452-466
    • Bruzzone, L.1    Prieto, D.F.2
  • 3
    • 33847751877 scopus 로고    scopus 로고
    • The regularized iteratively reweighted MAD method for change detection in multi- and hyperspectral data
    • DOI 10.1109/TIP.2006.888195
    • A. A. Nielsen, "The regularized iteratively reweighted MAD method for change detection in multi- and hyperspectral data," IEEE Trans. Image Process., vol. 16, no. 2, pp. 463-478, Feb. 2007. (Pubitemid 46421687)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.2 , pp. 463-478
    • Nielsen, A.A.1
  • 4
    • 16444377217 scopus 로고    scopus 로고
    • An unsupervised approach based on the generalized gaussianmodel to automatic change detection in multitemporal SAR images
    • Apr.
    • Y. Bazi, L. Bruzzone, and F. Melgani, "An unsupervised approach based on the generalizedGaussianmodel to automatic change detection in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 874-887, Apr. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.4 , pp. 874-887
    • Bazi, Y.1    Bruzzone, L.2    Melgani, F.3
  • 5
    • 29044447323 scopus 로고    scopus 로고
    • A detail-preserving scale-driven approach to change detection in multitemporal SAR images
    • DOI 10.1109/TGRS.2005.857987
    • F. Bovolo and L. Bruzzone, "A detail-preserving scale-driven approach to change detection in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 12, pp. 2963-2972, Dec. 2005. (Pubitemid 41788560)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.12 , pp. 2963-2972
    • Bovolo, F.1    Bruzzone, L.2
  • 6
    • 7044222718 scopus 로고    scopus 로고
    • Application of log-cumulants to the detection of spatiotemporal discontinuities in multitemporal SAR images
    • Oct.
    • F. Bujor, E. Trouvé, L. Valet, J. M. Nicolas, and J. P. Rudant, "Application of log-cumulants to the detection of spatiotemporal discontinuities in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2073-2084, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2073-2084
    • Bujor, F.1    Trouvé, E.2    Valet, L.3    Nicolas, J.M.4    Rudant, J.P.5
  • 7
    • 40749132536 scopus 로고    scopus 로고
    • Change detection in multisensor SAR images using bivariate gamma distributions
    • DOI 10.1109/TIP.2008.916047
    • F. Chatelain, J.-Y. Tourneret, and J. Inglada, "Change detection in multisensor SAR images using bivariate Gamma distributions," IEEE Trans. Image Process., vol. 17, no. 3, pp. 249-258, Mar. 2008. (Pubitemid 351386289)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.3 , pp. 249-258
    • Chatelain, F.1    Tourneret, J.-Y.2    Inglada, J.3
  • 8
    • 34247495232 scopus 로고    scopus 로고
    • A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis
    • DOI 10.1109/TGRS.2007.893568
    • J. Inglada and G. Mercier, "A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1432-1445, May 2007. (Pubitemid 46652342)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.5 , pp. 1432-1445
    • Inglacla, J.1    Mercier, G.2
  • 9
    • 77953718575 scopus 로고    scopus 로고
    • A context-sensitive technique robust to registration noise for change detection in VHR multispectral images
    • Jul.
    • S. Marchesi, F. Bovolo, and L. Bruzzone, "A context-sensitive technique robust to registration noise for change detection in VHR multispectral images," IEEE Trans. Image Process., vol. 19, no. 7, pp. 1877-1889, Jul. 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.7 , pp. 1877-1889
    • Marchesi, S.1    Bovolo, F.2    Bruzzone, L.3
  • 10
    • 78149285319 scopus 로고    scopus 로고
    • An a-contrario approach for subpixel change detection in satellite imagery
    • Nov.
    • A. Robin, L. Moisan, and S. Le Hegarat-Mascle, "An a-contrario approach for subpixel change detection in satellite imagery," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 11, pp. 1977-1993, Nov. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.11 , pp. 1977-1993
    • Robin, A.1    Moisan, L.2    Le Hegarat-Mascle, S.3
  • 11
    • 0142106326 scopus 로고    scopus 로고
    • Automatic change detection in multimodal serial MRI: Application to multiple sclerosis lesion evolution
    • DOI 10.1016/S1053-8119(03)00406-3
    • M. Bosc, F. Heitz, J. P. Armspach, I. Namer, D. Gounot, and L. Rumbach, "Automatic change detection in multimodal serial MRI: Application to multiple sclerosis lesion evolution," Neuroimage, vol. 20, no. 2, pp. 643-656, Oct. 2003. (Pubitemid 37268094)
    • (2003) NeuroImage , vol.20 , Issue.2 , pp. 643-656
    • Bosc, M.1    Heitz, F.2    Armspach, J.-P.3    Namer, I.4    Gounot, D.5    Rumbach, L.6
  • 12
    • 0036624489 scopus 로고    scopus 로고
    • Automatic detection and segmentation of evolving processes in 3D medical images: Application to multiple sclerosis
    • DOI 10.1016/S1361-8415(02)00056-7, PII S1361841502000567
    • D. Rey, G. Subsol, H. Delingette, and N. Ayache, "Automatic detection and segmentation of evolving processes in 3-D medical images: Application to multiple sclerosis," Med. Image Anal., vol. 6, no. 2, pp. 163-179, Jun. 2002. (Pubitemid 35282824)
    • (2002) Medical Image Analysis , vol.6 , Issue.2 , pp. 163-179
    • Rey, D.1    Subsol, G.2    Delingette, H.3    Ayache, N.4
  • 13
    • 58049211805 scopus 로고    scopus 로고
    • Independent component analysis-based background subtraction for indoor surveillance
    • Jan.
    • D. M. Tsai and S. C. Lai, "Independent component analysis-based background subtraction for indoor surveillance," IEEE Trans. Image Process., vol. 18, no. 1, pp. 158-167, Jan. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.1 , pp. 158-167
    • Tsai, D.M.1    Lai, S.C.2
  • 14
    • 78049529489 scopus 로고    scopus 로고
    • A martingale framework for detecting changes in data streams by testing exchangeability
    • Dec.
    • S. S. Ho and H. Wechsler, "A martingale framework for detecting changes in data streams by testing exchangeability," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 12, pp. 2113-2127, Dec. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.12 , pp. 2113-2127
    • Ho, S.S.1    Wechsler, H.2
  • 15
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely sensed data
    • A. Singh, "Digital change detection techniques using remotely sensed data," Int. J. Remote Sens., vol. 10, no. 6, pp. 989-1003, 1989.
    • (1989) Int. J. Remote Sens. , vol.10 , Issue.6 , pp. 989-1003
    • Singh, A.1
  • 16
    • 0027629839 scopus 로고
    • Change detection techniques for ERS-1 SAR data
    • Jul.
    • E. J. M. Rignot and J. J. Van Zyl, "Change detection techniques for ERS-1 SAR data," IEEE Trans. Geosci. Remote Sens., vol. 31, no. 4, pp. 896-906, Jul. 1993.
    • (1993) IEEE Trans. Geosci. Remote Sens. , vol.31 , Issue.4 , pp. 896-906
    • Rignot, E.J.M.1    Van Zyl, J.J.2
  • 17
    • 1842422015 scopus 로고    scopus 로고
    • A survey over image thresholding techniques and quantitative performance evaluation
    • Jan.
    • M. Sezgin and B. Sankur, "A survey over image thresholding techniques and quantitative performance evaluation," J. Electron. Imag., vol. 13, no. 1, pp. 146-165, Jan. 2004.
    • (2004) J. Electron. Imag. , vol.13 , Issue.1 , pp. 146-165
    • Sezgin, M.1    Sankur, B.2
  • 18
    • 77951276538 scopus 로고    scopus 로고
    • A robust fuzzy local information C-means clustering algorithm
    • May
    • S. Krinidis and V. Chatzis, "A robust fuzzy local information C-means clustering algorithm," IEEE Trans. Image Process., vol. 19, no. 5, pp. 1328-1337, May 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.5 , pp. 1328-1337
    • Krinidis, S.1    Chatzis, V.2
  • 19
    • 11144354673 scopus 로고    scopus 로고
    • Modeling SAR images with a generalization of the rayleigh distribution
    • Apr.
    • E. E. Kuruoglu and J. Zerubia, "Modeling SAR images with a generalization of the Rayleigh distribution," IEEE Trans. Image Process., vol. 13, no. 4, pp. 527-533, Apr. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 527-533
    • Kuruoglu, E.E.1    Zerubia, J.2
  • 20
    • 0242270987 scopus 로고    scopus 로고
    • A general framework for multiresolution image fusion: From pixels to regions
    • DOI 10.1016/S1566-2535(03)00046-0, PII S1566253503000460
    • G. Piella, "A general framework for multiresolution image fusion: From pixels to regions," Inf. Fusion, vol. 4, no. 4, pp. 259-280, Dec. 2003. (Pubitemid 37344935)
    • (2003) Information Fusion , vol.4 , Issue.4 , pp. 259-280
    • Piella, G.1
  • 22
    • 0036489378 scopus 로고    scopus 로고
    • A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data
    • DOI 10.1109/42.996338, PII S0278006202040880
    • M. Ahmed, S. Yamany, N. Mohamed, A. Farag, and T. Moriarty, "A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data," IEEE Trans. Med. Imag., vol. 21, no. 3, pp. 193-199, Mar. 2002. (Pubitemid 34630837)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , Issue.3 , pp. 193-199
    • Ahmed, M.N.1    Yamany, S.M.2    Mohamed, N.3    Farag, A.A.4    Moriarty, T.5
  • 23
    • 33750512945 scopus 로고    scopus 로고
    • Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation
    • DOI 10.1016/j.patcog.2006.07.011, PII S0031320306003451
    • W. Cai, S. Chen, and D. Zhang, "Fast and robust fuzzy C-means clustering algorithms incorporating local information for image segmentation," Pattern Recognit., vol. 40, no. 3, pp. 825-838, Mar. 2007. (Pubitemid 44667762)
    • (2007) Pattern Recognition , vol.40 , Issue.3 , pp. 825-838
    • Cai, W.1    Chen, S.2    Zhang, D.3
  • 24
    • 0042842434 scopus 로고    scopus 로고
    • Evaluation of global image thresholding for change detection
    • DOI 10.1016/S0167-8655(03)00060-6
    • P. L. Rosin and E. Ioannidis, "Evaluation of global image thresholding for change detection," Pattern Recognit. Lett., vol. 24, no. 14, pp. 2345-2356, Oct. 2003. (Pubitemid 36911078)
    • (2003) Pattern Recognition Letters , vol.24 , Issue.14 , pp. 2345-2356
    • Rosin, P.L.1    Ioannidis, E.2
  • 25
    • 0022927129 scopus 로고
    • A coefficient of agreement as a measure of thematic classification accuracy
    • G. H. Rosenfield and A. Fitzpatrick-Lins, "A coefficient of agreement as a measure of thematic classification accuracy," Photogramm. Eng. Remote Sens., vol. 52, no. 2, pp. 223-227, 1986.
    • (1986) Photogramm. Eng. Remote Sens. , vol.52 , Issue.2 , pp. 223-227
    • Rosenfield, G.H.1    Fitzpatrick-Lins, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.