메뉴 건너뛰기




Volumn 41, Issue 10 PART I, 2003, Pages 2354-2363

A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas

Author keywords

Fuzzy logic; High resolution imagery; Image processing; Urban land cover

Indexed keywords

ALGORITHMS; BUILDINGS; COMPUTER SIMULATION; FUZZY SETS; IMAGE SEGMENTATION; LEARNING SYSTEMS; MARKOV PROCESSES; MAXIMUM LIKELIHOOD ESTIMATION; MEMBERSHIP FUNCTIONS; MULTILAYER NEURAL NETWORKS; OBJECT RECOGNITION; ROADS AND STREETS;

EID: 0242292075     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2003.815972     Document Type: Article
Times cited : (341)

References (25)
  • 1
    • 1442344393 scopus 로고    scopus 로고
    • The national map
    • USGAS; United States Geological Survey, USGAS Fact Sheet 101-01
    • USGAS, "The National Map," United States Geological Survey, USGAS Fact Sheet 101-01, 2001.
    • (2001)
  • 3
    • 0036031092 scopus 로고    scopus 로고
    • Urban land cover classification from high resolution multi-spectral IKONOS imagery
    • Toronto, ON, Canada, June 24-28
    • C. H. Davis and X. Wang, "Urban land cover classification from high resolution multi-spectral IKONOS imagery," in Proc. IGARSS, vol. 2, Toronto, ON, Canada, June 24-28, 2002, pp. 1204-1206.
    • (2002) Proc. IGARSS , vol.2 , pp. 1204-1206
    • Davis, C.H.1    Wang, X.2
  • 4
    • 0036403013 scopus 로고    scopus 로고
    • A fuzzy classification approach for high-resolution multispectral data over urban areas
    • Toronto, ON, Canada, June 24-28
    • A. K. Shackelford and C. H. Davis, "A fuzzy classification approach for high-resolution multispectral data over urban areas," in Proc. IGARSS, vol. 3, Toronto, ON, Canada, June 24-28, 2002, pp. 1621-1623.
    • (2002) Proc. IGARSS , vol.3 , pp. 1621-1623
    • Shackelford, A.K.1    Davis, C.H.2
  • 5
    • 0036476979 scopus 로고    scopus 로고
    • Fuzzy rule-based classification remotely sensed imagery
    • Feb.
    • A. Bardossy and L. Samaniego, "Fuzzy rule-based classification remotely sensed imagery," IEEE Trans. Geosci. Remote Sensing, vol. 40, pp. 362-374, Feb. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sensing , vol.40 , pp. 362-374
    • Bardossy, A.1    Samaniego, L.2
  • 6
    • 0033899592 scopus 로고    scopus 로고
    • An explicit fuzzy supervised classification method for multispectral remote sensing images
    • Jan.
    • F. Melgani, B. A. R. AL Hashemy, and S. M. R. Taha, "An explicit fuzzy supervised classification method for multispectral remote sensing images," IEEE Trans. Geosci. Remote Sensing, vol. 38, pp. 287-295, Jan. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sensing , vol.38 , pp. 287-295
    • Melgani, F.1    Al Hashemy, B.A.R.2    Taha, S.M.R.3
  • 7
    • 0035569199 scopus 로고    scopus 로고
    • Super-resolution mapping of urban scenes from IKONOS imagery using a Hopfield neural network
    • A. J. Tatem, H. G. Lewis, P. M. Atkinson, and M. S. Nixon, "Super-resolution mapping of urban scenes from IKONOS imagery using a Hopfield neural network," in Proc. IGARSS, vol. 7, 2001, pp. 3203-3205.
    • (2001) Proc. IGARSS , vol.7 , pp. 3203-3205
    • Tatem, A.J.1    Lewis, H.G.2    Atkinson, P.M.3    Nixon, M.S.4
  • 8
    • 0035481658 scopus 로고    scopus 로고
    • Detection of urban structures in SAR images by robust fuzzy clustering algorithms: The example of street tracking
    • Oct.
    • F. Dell'Acqua and P. Gamba, "Detection of urban structures in SAR images by robust fuzzy clustering algorithms: The example of street tracking," IEEE Trans. Geosci. Remote Sensing, vol. 39, pp. 2287-2297, Oct. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sensing , vol.39 , pp. 2287-2297
    • Dell'Acqua, F.1    Gamba, P.2
  • 9
    • 0033932452 scopus 로고    scopus 로고
    • Mapping of urban areas: A multiresolution modeling approach for semi-automatic extraction of streets
    • July
    • I. Couloigner and T. Ranchin, "Mapping of urban areas: A multiresolution modeling approach for semi-automatic extraction of streets," Photogramm. Eng. Remote Sens., vol. 66, no. 7, pp. 867-874, July 2000.
    • (2000) Photogramm. Eng. Remote Sens. , vol.66 , Issue.7 , pp. 867-874
    • Couloigner, I.1    Ranchin, T.2
  • 10
    • 0032003008 scopus 로고    scopus 로고
    • An unbiased detector of curvilinear structures
    • Feb.
    • C. Steger, "An unbiased detector of curvilinear structures," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, pp. 113-125, Feb. 1998.
    • (1998) IEEE Trans. Pattern Anal. Machine Intell. , vol.20 , pp. 113-125
    • Steger, C.1
  • 11
    • 0033309027 scopus 로고    scopus 로고
    • Textural classification of very high-resolution satellite imagery: Empirical estimation of the interaction between window size and detection accuracy in urban environment
    • M. Pesaresi, "Textural classification of very high-resolution satellite imagery: Empirical estimation of the interaction between window size and detection accuracy in urban environment," in Proc. ICIP, vol. 1, 1999, pp. 114-118.
    • (1999) Proc. ICIP , vol.1 , pp. 114-118
    • Pesaresi, M.1
  • 12
  • 13
    • 0001812168 scopus 로고    scopus 로고
    • Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation
    • T. Strobl, T. Blaschke, and G. Griesebner, Eds., Karlsruhe
    • M. Baatz and A. Schape, "Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation," in Angewandte Geographische Informationsverabeitung. XII. Beitrage zum AGIT-Symp. Salzburg 2000, T. Strobl, T. Blaschke, and G. Griesebner, Eds., Karlsruhe, 2000, pp. 12-23.
    • (2000) Angewandte Geographische Informationsverabeitung. XII. Beitrage zum AGIT-Symp. Salzburg 2000 , pp. 12-23
    • Baatz, M.1    Schape, A.2
  • 14
    • 0031631377 scopus 로고    scopus 로고
    • Image segmentation by region growing and spectral clustering with a natural convergence criterion
    • Seattle, WA, July 6-10
    • J. C. Tilton, "Image segmentation by region growing and spectral clustering with a natural convergence criterion," in Proc. IGARSS, vol. 4, Seattle, WA, July 6-10, 1998, pp. 1766-1768.
    • (1998) Proc. IGARSS , vol.4 , pp. 1766-1768
    • Tilton, J.C.1
  • 15
    • 0036401398 scopus 로고    scopus 로고
    • Selective region growing - An approach based on object-oriented classification routines
    • Toronto, ON, Canada, June 24-28
    • C. Mott, T. Anderson, S. Zimmermann, T. Schneider, and U. Ammer, "Selective region growing - An approach based on object-oriented classification routines," in Proc. IGARSS, vol. 3, Toronto, ON, Canada, June 24-28, 2002, pp. 1612-1614.
    • (2002) Proc. IGARSS , vol.3 , pp. 1612-1614
    • Mott, C.1    Anderson, T.2    Zimmermann, S.3    Schneider, T.4    Ammer, U.5
  • 17
    • 0035248508 scopus 로고    scopus 로고
    • A new approach for the morphological segmentation of high-resolution satellite imagery
    • Feb.
    • M. Pesaresi and J. A. Benediktsson, "A new approach for the morphological segmentation of high-resolution satellite imagery," IEEE Trans. Geosci. Remote Sensing, vol. 39, pp. 309-320, Feb. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sensing , vol.39 , pp. 309-320
    • Pesaresi, M.1    Benediktsson, J.A.2
  • 20
    • 0142009649 scopus 로고    scopus 로고
    • A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas
    • Sept.
    • A. K. Shackelford and C. H. Davis, "A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas," IEEE Trans. Geosci. Remote Sensing, vol. 41, pp. 1920-1932, Sept. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sensing , vol.41 , pp. 1920-1932
    • Shackelford, A.K.1    Davis, C.H.2
  • 21
    • 0033962344 scopus 로고    scopus 로고
    • Multispectral imagery advanced band sharpening study
    • Jan.
    • J. Vrabel, "Multispectral imagery advanced band sharpening study," Photogramm. Eng. Remote Sens., vol. 66, no. 1, pp. 73-79, Jan. 2000.
    • (2000) Photogramm. Eng. Remote Sens. , vol.66 , Issue.1 , pp. 73-79
    • Vrabel, J.1
  • 23
    • 0025445373 scopus 로고
    • Analysis of thinning algorithms using mathematical morphology
    • June
    • B. K. Jang and R. T. Chin, "Analysis of thinning algorithms using mathematical morphology," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 541-551, June 1990.
    • (1990) IEEE Trans. Pattern Anal. Machine Intell. , vol.12 , pp. 541-551
    • Jang, B.K.1    Chin, R.T.2
  • 25
    • 0242276841 scopus 로고    scopus 로고
    • Morphological filtering for image enhancement and detection
    • A. Bovik, Ed. San Diego, CA: Academic
    • P. Maragos and L. F. C. Pessoa, "Morphological filtering for image enhancement and detection," in Handbook of Image and Video Processing, A. Bovik, Ed. San Diego, CA: Academic, 2000, pp. 101-116.
    • (2000) Handbook of Image and Video Processing , pp. 101-116
    • Maragos, P.1    Pessoa, L.F.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.