메뉴 건너뛰기




Volumn 42, Issue 6, 2004, Pages 1321-1334

An advanced system for the automatic classification of multitemporal SAR images

Author keywords

Backscattering temporal variability; Classification; Feature extraction; Image analysis; Long term coherence; Multiclass problems; Multitemporal synthetic aperture radar (SAR) images; Neural networks

Indexed keywords

BACKSCATTERING; FEATURE EXTRACTION; IMAGE ANALYSIS; NEURAL NETWORKS; OPTICAL RESOLVING POWER; PARAMETER ESTIMATION; POLARIMETERS; POLARIZATION; PROBLEM SOLVING; SIGNAL PROCESSING;

EID: 3042559631     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2004.826821     Document Type: Article
Times cited : (153)

References (32)
  • 2
    • 0030241787 scopus 로고    scopus 로고
    • Supervised classification of K-distributed SAR images of natural targets and probability of error estimation
    • Sept.
    • E. Nezry, A. Lopes, D. Ducrot-Gambart, C. Nezry, and J. S. Lee, "Supervised classification of K-distributed SAR images of natural targets and probability of error estimation," IEEE Trans. Geosci. Remote Sensing, vol. 34, pp. 1233-1242, Sept. 1996.
    • (1996) IEEE Trans. Geosci. Remote Sensing , vol.34 , pp. 1233-1242
    • Nezry, E.1    Lopes, A.2    Ducrot-Gambart, D.3    Nezry, C.4    Lee, J.S.5
  • 4
    • 3042603835 scopus 로고    scopus 로고
    • Segmentation and classification of vegetated areas using polarimetric SAR image data
    • Mar.
    • Y. Dong, A. K. Milne, and B. C. Forster, "Segmentation and classification of vegetated areas using polarimetric SAR image data," IEEE Trans. Geosci. Remote Sensing, vol. 38, pp. 741-753, Mar. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sensing , vol.38 , pp. 741-753
    • Dong, Y.1    Milne, A.K.2    Forster, B.C.3
  • 5
    • 0030149474 scopus 로고    scopus 로고
    • Classification of multifrequency polarimetric SAR images using dynamic learning neural networks
    • May
    • K. S. Chen, W. P. Huang, D. H. Tsay, and F. Amar, "Classification of multifrequency polarimetric SAR images using dynamic learning neural networks," IEEE Trans. Geosci. Remote Sensing, vol. 34, pp. 814-820, May 1996.
    • (1996) IEEE Trans. Geosci. Remote Sensing , vol.34 , pp. 814-820
    • Chen, K.S.1    Huang, W.P.2    Tsay, D.H.3    Amar, F.4
  • 8
    • 0029780862 scopus 로고    scopus 로고
    • Knowledge-based land-cover classification using ERS-1/J-ERS-1 SAR composites
    • Jan.
    • M. C. Dobson, L. E. Pierce, and F. T. Ulaby, "Knowledge-based land-cover classification using ERS-1/J-ERS-1 SAR composites," IEEE Trans. Geosci. Remote Sensing, vol. 34, pp. 83-99, Jan. 1996.
    • (1996) IEEE Trans. Geosci. Remote Sensing , vol.34 , pp. 83-99
    • Dobson, M.C.1    Pierce, L.E.2    Ulaby, F.T.3
  • 9
    • 0032634225 scopus 로고    scopus 로고
    • Multisensor data fusion using fuzzy concepts: Application to land-cover classification using ERS-1/JERS-1 SAR composites
    • May
    • B. Solaiman, L. Pierce, and F. T. Ulaby, "Multisensor data fusion using fuzzy concepts: Application to land-cover classification using ERS-1/JERS-1 SAR composites," IEEE Trans. Geosci. Remote Sensing, vol. 37, pp. 1316-1326, May 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 1316-1326
    • Solaiman, B.1    Pierce, L.2    Ulaby, F.T.3
  • 10
    • 0032638011 scopus 로고    scopus 로고
    • A neural-statistical approach to multitemporal and multisource remote-sensing image classification
    • May
    • L. Bruzzone, D. F. Prieto, and S. B. Serpico, "A neural-statistical approach to multitemporal and multisource remote-sensing image classification," IEEE Trans. Geosci. Remote Sensing, vol. 37, pp. 1350-1359, May 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 1350-1359
    • Bruzzone, L.1    Prieto, D.F.2    Serpico, S.B.3
  • 11
    • 0031999914 scopus 로고    scopus 로고
    • Structured neural networks for signal classification
    • Feb.
    • L. Bruzzone, F. Roli, and S. B. Serpico, "Structured neural networks for signal classification," Signal Process., vol. 64, no. 3, pp. 271-290, Feb. 1998.
    • (1998) Signal Process. , vol.64 , Issue.3 , pp. 271-290
    • Bruzzone, L.1    Roli, F.2    Serpico, S.B.3
  • 12
    • 0030291988 scopus 로고    scopus 로고
    • An experimental comparison of neural and statistical nonparametric algorithms for supervised classification of remote-sensing images
    • S. B. Serpico, L. Bruzzone, and F. Roli, "An experimental comparison of neural and statistical nonparametric algorithms for supervised classification of remote-sensing images," Pattern Recognit. Lett., vol. 17, no. 13, pp. 1331-1341, 1996.
    • (1996) Pattern Recognit. Lett. , vol.17 , Issue.13 , pp. 1331-1341
    • Serpico, S.B.1    Bruzzone, L.2    Roli, F.3
  • 18
    • 0034284584 scopus 로고    scopus 로고
    • Repeat-pass interferometric coherence measurements of disturbed tropical forest from JERS and ERS satellites
    • A. Luckman, J. Baker, and U. Wegmüller, "Repeat-pass interferometric coherence measurements of disturbed tropical forest from JERS and ERS satellites," Remote Sens. Environ., vol. 73, pp. 350-360, 2000.
    • (2000) Remote Sens. Environ. , vol.73 , pp. 350-360
    • Luckman, A.1    Baker, J.2    Wegmüller, U.3
  • 19
    • 3042568112 scopus 로고    scopus 로고
    • Forest mapping with ERS SAR interferometry
    • Florence, Italy, Mar. 17-20
    • T. Strozzi and U. Wegmüller, "Forest mapping with ERS SAR interferometry," in Proc. 3rd ERS Scientific Symp., Florence, Italy, Mar. 17-20, 1997.
    • (1997) Proc. 3rd ERS Scientific Symp.
    • Strozzi, T.1    Wegmüller, U.2
  • 20
    • 0034539820 scopus 로고    scopus 로고
    • Information content of ERS SAR interferometric products for forest classification in Siberia, a case study over the bolshemurtinskii forest enterprise
    • Honolulu, HI, July 24-28
    • W. Wagner, J. Vlietmeier, and C. Schmullius, "Information content of ERS SAR interferometric products for forest classification in Siberia, a case study over the Bolshemurtinskii forest enterprise," in Proc. IGARSS, Honolulu, HI, July 24-28, 2000.
    • (2000) Proc. IGARSS
    • Wagner, W.1    Vlietmeier, J.2    Schmullius, C.3
  • 22
    • 0030834944 scopus 로고    scopus 로고
    • Retrieval of vegetation parameters with SAR interferometry
    • Jan.
    • _, "Retrieval of vegetation parameters with SAR interferometry, " IEEE Trans. Geosci. Remote Sensing, vol. 35, pp. 18-24, Jan. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sensing , vol.35 , pp. 18-24
  • 23
    • 0022267859 scopus 로고
    • Maximum likelihood classification of synthetic aperture radar imagery
    • V. S. Frost and L. S. Yurovski, "Maximum likelihood classification of synthetic aperture radar imagery," Comput. Vis., Graph., Image Process., no. 32, pp. 291-313, 1985.
    • (1985) Comput. Vis., Graph., Image Process , Issue.32 , pp. 291-313
    • Frost, V.S.1    Yurovski, L.S.2
  • 25
    • 0036875161 scopus 로고    scopus 로고
    • A review of speckle filtering in the context of estimation theory
    • Nov.
    • R. Touzi, "A review of speckle filtering in the context of estimation theory," IEEE Trans. Geosci. Remote Sensing, vol. 40, pp. 2392-2404, Nov. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sensing , vol.40 , pp. 2392-2404
    • Touzi, R.1
  • 27
    • 0019925686 scopus 로고
    • A model for radar images and its application to adaptive digital filtering of multiplicative noise
    • Mar.
    • V. S. Frost, J. A. Stiles, K. S. Shanmugan, and J. C. Holtzman, "A model for radar images and its application to adaptive digital filtering of multiplicative noise," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-4, pp. 157-166, Mar. 1982.
    • (1982) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-4 , pp. 157-166
    • Frost, V.S.1    Stiles, J.A.2    Shanmugan, K.S.3    Holtzman, J.C.4
  • 28
    • 0031629129 scopus 로고    scopus 로고
    • Delimitation of urban areas with SAR interferometry
    • Seattle, WA, July 6-10
    • T. Strozzi and U. Wegmüller, "Delimitation of urban areas with SAR interferometry," in Proc. IGARSS, Seattle, WA, July 6-10, 1998.
    • (1998) Proc. IGARSS
    • Strozzi, T.1    Wegmüller, U.2
  • 29
    • 0025453627 scopus 로고
    • Neural network approaches versus statistical methods in classification of multisource remote sensing data
    • July
    • J. A. Benediktsson, P. H. Swain, and O. K. Ersoy, "Neural network approaches versus statistical methods in classification of multisource remote sensing data," IEEE Trans. Geosci. Remote Sensing, vol. 28, pp. 540-552, July 1990.
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , pp. 540-552
    • Benediktsson, J.A.1    Swain, P.H.2    Ersoy, O.K.3
  • 30
    • 0031277930 scopus 로고    scopus 로고
    • Classification of imbalanced remote-sensing data by neural networks
    • L. Bruzzone and S. B. Serpico, "Classification of imbalanced remote-sensing data by neural networks," Pattern Recognit. Lett., vol. 18, no. 11-13, pp. 1323-1328, 1997.
    • (1997) Pattern Recognit. Lett. , vol.18 , Issue.11-13 , pp. 1323-1328
    • Bruzzone, L.1    Serpico, S.B.2
  • 31
    • 0033099197 scopus 로고    scopus 로고
    • A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images
    • Mar.
    • L. Bruzzone and D. F. Prieto, "A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images," IEEE Trans. Geosci. Remote Sensing, vol. 37, pp. 1179-1184, Mar. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 1179-1184
    • Bruzzone, L.1    Prieto, D.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.