메뉴 건너뛰기




Volumn 48, Issue 3 PART 1, 2010, Pages 1232-1244

A novel protocol for accuracy assessment in classification of very high resolution images

Author keywords

Accuracy assessment; Classification maps; Geometric accuracy; Image classification; Remote sensing; Thematic accuracy; Very high resolution (VHR) images

Indexed keywords

ACCURACY ASSESSMENT; ACCURACY INDEX; ACCURACY MEASURES; CLASSIFICATION ALGORITHM; CRITERION FUNCTIONS; EDGE LOCATION; FREE PARAMETERS; GEOMETRIC ACCURACY; GEOMETRIC ERRORS; GEOMETRIC PROPERTIES; GEOMETRICAL PROPERTY; HIGH RESOLUTION; MULTI OBJECTIVE; OVER SEGMENTATION; PARAMETER VALUES; QUICKBIRD IMAGES; SHAPE DISTORTIONS; STANDARD PROCEDURES; SUPERVISED CLASSIFIERS; THEMATIC ACCURACY; THEMATIC MAPS; VERY HIGH RESOLUTION (VHR) IMAGE;

EID: 77953755136     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2009.2029570     Document Type: Article
Times cited : (100)

References (25)
  • 1
    • 33748331356 scopus 로고    scopus 로고
    • A multilevel context-based system for classification of very high spatial resolution images
    • DOI 10.1109/TGRS.2006.875360, 1677767
    • L. Bruzzone and L. Carlin, "A multilevel context-based system for classification of very high spatial resolution images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 9, pp. 2587-2600, Sep. 2006. (Pubitemid 44321552)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.9 , pp. 2587-2600
    • Bruzzone, L.1    Carlin, L.2
  • 2
    • 0142009648 scopus 로고    scopus 로고
    • Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
    • Sep
    • J. A. Benediktsson, M. Pesaresi, and K. Arnason, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1940-1949, Sep. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.9 , pp. 1940-1949
    • Benediktsson, J.A.1    Pesaresi, M.2    Arnason, K.3
  • 3
    • 31144472175 scopus 로고    scopus 로고
    • Classification of remote sensing images from urban areas using a fuzzy possibilistic model
    • DOI 10.1109/LGRS.2005.856117
    • J. Chanussot, J. A. Benediktsson, and M. Fauvel, "Classification of remote sensing images from urban areas using a fuzzy possibilistic model," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 1, pp. 40-44, Jan. 2006. (Pubitemid 43131893)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.1 , pp. 40-44
    • Chanussot, J.1    Benediktsson, J.A.2    Fauvel, M.3
  • 5
    • 53849137376 scopus 로고    scopus 로고
    • Improved classification of VHR images of urban areas using directional morphological profiles
    • Oct
    • R. Bellens, S. Gautama, and L. Martinez-Fonte, "Improved classification of VHR images of urban areas using directional morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 10, pp. 2803-2813, Oct. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.10 , pp. 2803-2813
    • Bellens, R.1    Gautama, S.2    Martinez-Fonte, L.3
  • 6
    • 66549105839 scopus 로고    scopus 로고
    • A novel protocol for accuracy assessment in classification of very high resolution multispectral and SAR images
    • Boston, MA, July 6-11
    • L. Bruzzone and C. Persello, "A novel protocol for accuracy assessment in classification of very high resolution multispectral and SAR images," in Proc. IEEE IGARSS, Boston, MA, July 6-11, 2008, vol. 2, pp. II-265-II-268.
    • (2008) Proc. IEEE IGARSS , vol.2
    • Bruzzone, L.1    Persello, C.2
  • 7
    • 33646727338 scopus 로고    scopus 로고
    • Pattern based comparisons
    • May
    • R. White, "Pattern based comparisons," J. Geogr. Syst., vol. 8, no. 2, pp. 145-164, May 2006.
    • (2006) J. Geogr. Syst. , vol.8 , Issue.2 , pp. 145-164
    • White, R.1
  • 8
    • 33646741751 scopus 로고    scopus 로고
    • Map comparison methods that simultaneously address overlap and structure
    • May
    • A. Hagen-Zanker, "Map comparison methods that simultaneously address overlap and structure," J. Geogr. Syst., vol. 8, no. 2, pp. 165-185, May 2006.
    • (2006) J. Geogr. Syst. , vol.8 , Issue.2 , pp. 165-185
    • Hagen-Zanker, A.1
  • 10
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • DOI 10.1016/S0034-4257(01)00295-4, PII S0034425701002954
    • G. M. Foody, "Status of land cover classification accuracy assessment," Remote Sens. Environ., vol. 80, no. 1, pp. 185-201, Apr. 2002. (Pubitemid 34271212)
    • (2002) Remote Sensing of Environment , vol.80 , Issue.1 , pp. 185-201
    • Foody, G.M.1
  • 11
    • 16444386461 scopus 로고    scopus 로고
    • Quality assessment of classification and cluster maps without ground truth knowledge
    • Apr
    • A. Baraldi, L. Bruzzone, and P. Blonda, "Quality assessment of classification and cluster maps without ground truth knowledge," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 857-873, Apr. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.4 , pp. 857-873
    • Baraldi, A.1    Bruzzone, L.2    Blonda, P.3
  • 12
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • R. Kohavi, "A study of cross-validation and bootstrap for accuracy estimation and model selection," in Proc. IJCAI, 1995, pp. 1137-1145.
    • (1995) Proc. IJCAI , pp. 1137-1145
    • Kohavi, R.1
  • 13
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvement on cross-validation
    • Jun
    • B. Efron, "Estimating the error rate of a prediction rule: Improvement on cross-validation," J. Amer. Stat. Assoc., vol. 78, no. 382, pp. 316-331, Jun. 1983.
    • (1983) J. Amer. Stat. Assoc. , vol.78 , Issue.382 , pp. 316-331
    • Efron, B.1
  • 15
    • 0032736309 scopus 로고    scopus 로고
    • Accuracy and inaccuracy assessments in land-cover classification
    • Jan
    • R. Nishii and S. Tanaka, "Accuracy and inaccuracy assessments in land-cover classification," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 1, pp. 491-498, Jan. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.1 , pp. 491-498
    • Nishii, R.1    Tanaka, S.2
  • 16
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Apr
    • J. Cohen, "A coefficient of agreement for nominal scales," Educ. Phychol. Meas., vol. 20, no. 1, pp. 37-40, Apr. 1960.
    • (1960) Educ. Phychol. Meas. , vol.20 , Issue.1 , pp. 37-40
    • Cohen, J.1
  • 17
    • 0025402179 scopus 로고
    • Fuzzy supervised classification of remote sensing images
    • DOI 10.1109/36.46698
    • F. Wang, "Fuzzy supervised classification of remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 2, pp. 194-201, Mar. 1990. (Pubitemid 20666545)
    • (1990) IEEE Transactions on Geoscience and Remote Sensing , vol.28 , Issue.2 , pp. 194-201
    • Wang Fangju1
  • 18
    • 0003409574 scopus 로고    scopus 로고
    • Upper Saddle River, NJ: Prentice-Hall
    • K. R. Castleman, Digital Image Processing. Upper Saddle River, NJ: Prentice-Hall, 1996, pp. 492-498.
    • (1996) Digital Image Processing , pp. 492-498
    • Castleman, K.R.1
  • 19
    • 0031701082 scopus 로고    scopus 로고
    • Multiobjective optimization and multiple constraint handling with evolutionary algorithms - Part I: A unified formulation
    • PII S1083442798001337
    • C. M. Fonseca and P. J. Fleming, "Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part I: A unified formulation," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 28, no. 1, pp. 26-37, Jan. 1998. (Pubitemid 128748052)
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. , vol.28 , Issue.1 , pp. 26-37
    • Fonseca, C.M.1    Fleming, P.J.2
  • 20
    • 33745727034 scopus 로고    scopus 로고
    • Multi-objective optimization using genetic algorithms: A tutorial
    • DOI 10.1016/j.ress.2005.11.018, PII S0951832005002012
    • A. Konak, D. W. Coit, and A. E. Smith, "Multi-objective optimization using genetic algorithms: A tutorial," Reliab. Eng. Syst. Safety, vol. 91, no. 9, pp. 992-1007, Sep. 2006. (Pubitemid 43996942)
    • (2006) Reliability Engineering and System Safety , vol.91 , Issue.9 , pp. 992-1007
    • Konak, A.1    Coit, D.W.2    Smith, A.E.3
  • 22
    • 84865152838 scopus 로고    scopus 로고
    • ENVI User Guide
    • ENVI User Guide. Online. Available: http://www.ittvis.com/portals/0/pdfs/ envi/Reference-Guide.pdf
  • 23
    • 53349084895 scopus 로고    scopus 로고
    • Fusion of hy-perspectral and LIDAR remote sensing data for classification of complex forest areas
    • May
    • M. Dalponte, M. Dalponte, L. Bruzzone, and D. Gianelle, "Fusion of hy-perspectral and LIDAR remote sensing data for classification of complex forest areas," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 5, pp. 1416-1427, May 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.5 , pp. 1416-1427
    • Dalponte, M.1    Dalponte, M.2    Bruzzone, L.3    Gianelle, D.4
  • 24
    • 33750819329 scopus 로고    scopus 로고
    • A novel transductive SVM for semisupervised classification of remote-sensing images
    • Nov
    • L. Bruzzone, C. Mingmin, and M. Marconcini, "A novel transductive SVM for semisupervised classification of remote-sensing images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 11, pp. 3363-3373, Nov. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.11 , pp. 3363-3373
    • Bruzzone, L.1    Mingmin, C.2    Marconcini, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.