메뉴 건너뛰기




Volumn 20, Issue 8, 1999, Pages 1461-1486

Quality assessment of image classification algorithms for land-cover mapping: A review and a proposal for a cost-based approach

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE QUALITY; MAPPING; MAPS;

EID: 0033586922     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/014311699212560     Document Type: Article
Times cited : (296)

References (66)
  • 5
    • 0020108638 scopus 로고
    • Using known map category marginal frequencies to improve estimates of thematic map accuracy
    • Card, D. H., 1982, Using known map category marginal frequencies to improve estimates of thematic map accuracy. Photogrammetric Engineering and Remote Sensing, 48, 431-439.
    • (1982) Photogrammetric Engineering and Remote Sensing , vol.48 , pp. 431-439
    • Card, D.H.1
  • 6
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen, J., 1960, A coefficient of agreement for nominal scales. Educational Psychology Measurement, 20, 37-46.
    • (1960) Educational Psychology Measurement , vol.20 , pp. 37-46
    • Cohen, J.1
  • 7
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R. G., 1991, A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37, 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 8
    • 0020642209 scopus 로고
    • A quantitative method to test for consistency and correctness in photointerpretation
    • Congalton, R. G., and Mead, R. A., 1983, A quantitative method to test for consistency and correctness in photointerpretation. Photogrammetric Engineering and Remote Sensing, 49, 69-74.
    • (1983) Photogrammetric Engineering and Remote Sensing , vol.49 , pp. 69-74
    • Congalton, R.G.1    Mead, R.A.2
  • 9
    • 0020968740 scopus 로고
    • Landsat classification accuracy using discrete multivariate analysis statistical techniques
    • Congalton, R. G., Oderwald, R., and Mead, R., 1983, Landsat classification accuracy using discrete multivariate analysis statistical techniques. Photogrammetric Engineering and Remote Sensing, 49, 1671-1678.
    • (1983) Photogrammetric Engineering and Remote Sensing , vol.49 , pp. 1671-1678
    • Congalton, R.G.1    Oderwald, R.2    Mead, R.3
  • 10
    • 0011276102 scopus 로고
    • Accuracy assessment of remotely sensed classification with multiphase sampling and the multivariate composite estimator
    • 7-11 December, 1992
    • Czaplewski, R. L., 1992, Accuracy assessment of remotely sensed classification with multiphase sampling and the multivariate composite estimator. Proceedings of the 16th International Biometrics Conference, 7-11 December, 1992, pp. 2-22.
    • (1992) Proceedings of the 16th International Biometrics Conference , pp. 2-22
    • Czaplewski, R.L.1
  • 11
    • 0030145401 scopus 로고    scopus 로고
    • A note on comparing classifiers
    • Duin, R. P. W., 1996, A note on comparing classifiers. Pattern Recognition Letters, 17, 529-536.
    • (1996) Pattern Recognition Letters , vol.17 , pp. 529-536
    • Duin, R.P.W.1
  • 13
    • 0001489493 scopus 로고
    • An iterative procedure for estimation in contingency tables
    • Fienberg, S. E., 1970, An iterative procedure for estimation in contingency tables. The Annals of Mathematical Statistics, 41, 907-917.
    • (1970) The Annals of Mathematical Statistics , vol.41 , pp. 907-917
    • Fienberg, S.E.1
  • 15
    • 0019392830 scopus 로고
    • Comparison of sampling procedures and data analysis for a land-use and land-cover map
    • Fitzpatrick- Lins, K., 1981, Comparison of sampling procedures and data analysis for a land-use and land-cover map. Photogrammetric Engineering and Remote Sensing, 47,343-351.
    • (1981) Photogrammetric Engineering and Remote Sensing , vol.47 , pp. 343-351
    • Fitzpatrick-Lins, K.1
  • 16
    • 0028184024 scopus 로고
    • Subpixel land cover composition estimation using a linear mixture model and fuzzy membership functions
    • Foody, G. M., and Cox, D. P., 1994, Subpixel land cover composition estimation using a linear mixture model and fuzzy membership functions. International Journal of Remote Sensing, 15, 619-631.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 619-631
    • Foody, G.M.1    Cox, D.P.2
  • 17
    • 0018729995 scopus 로고
    • A survey on image segmentation
    • Fu, K. S., and Mui, J. K., 1981, A survey on image segmentation. Pattern Recognition, 13, 3-16.
    • (1981) Pattern Recognition , vol.13 , pp. 3-16
    • Fu, K.S.1    Mui, J.K.2
  • 19
    • 0028167349 scopus 로고
    • Theory and methods for accuracy assessment of thematic maps using fuzzy sets
    • Gopal, S., and Woodcock, C., 1994, Theory and methods for accuracy assessment of thematic maps using fuzzy sets. Photogrammetric Engineering and Remote Sensing, 60, 181-188.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 181-188
    • Gopal, S.1    Woodcock, C.2
  • 21
    • 0021892020 scopus 로고
    • Survey: Image segmentation techniques
    • Haralick, R. M., and Shapiro, L. G., 1985, Survey: image segmentation techniques. CVGIP, 29, 100-132.
    • (1985) CVGIP , vol.29 , pp. 100-132
    • Haralick, R.M.1    Shapiro, L.G.2
  • 22
    • 0028576592 scopus 로고
    • Parametric and nearest-neighbor methods for hybrid classification: A comparison of pixel assignment accuracy
    • Hardin, P. J., 1994, Parametric and nearest-neighbor methods for hybrid classification: a comparison of pixel assignment accuracy. Photogrammetric Engineering and Remote Sensing, 60, 1439-1448.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 1439-1448
    • Hardin, P.J.1
  • 26
    • 0000630797 scopus 로고
    • Ignorance, myopia and naivete in computer vision systems
    • Jain, R. C., and Binford, T. O., 1991, Ignorance, myopia and naivete in computer vision systems. CVGIP Image Understanding, 53, 112-117.
    • (1991) CVGIP Image Understanding , vol.53 , pp. 112-117
    • Jain, R.C.1    Binford, T.O.2
  • 31
    • 0008778435 scopus 로고    scopus 로고
    • Information-theoretic measures for assessment and analysis in image classification
    • E. Binaghi, P. A. Brivio and A. Rampini (Singapore: World Scientific
    • Kew, N. R., 1996, Information-theoretic measures for assessment and analysis in image classification. In Soft computing in remote-sensing data analysis, edited by E. Binaghi, P. A. Brivio and A. Rampini (Singapore: World Scientific), pp. 173-180.
    • (1996) Soft Computing in Remote-Sensing Data Analysis , pp. 173-180
    • Kew, N.R.1
  • 32
    • 0029992390 scopus 로고    scopus 로고
    • Effect of a computer-aided diagnosis scheme on radiologists’ performance in detection of lung nodules on radiographs
    • Kobayashi, T., Xin-Wei, X. U., MaoMahon, H., Metz, C. E., and Doi, K., 1996, Effect of a computer-aided diagnosis scheme on radiologists’ performance in detection of lung nodules on radiographs. Radiology, 199, 843-848.
    • (1996) Radiology , vol.199 , pp. 843-848
    • Kobayashi, T.1    Xin-Wei, X.U.2    Maomahon, H.3    Metz, C.E.4    Doi, K.5
  • 33
    • 0025803268 scopus 로고
    • Information based evaluation criterion for classifier’s performance
    • Kononenko, I., and Bratko, I., 1991, Information based evaluation criterion for classifier’s performance. Machine Learning, 6, 67-80.
    • (1991) Machine Learning , vol.6 , pp. 67-80
    • Kononenko, I.1    Bratko, I.2
  • 35
    • 0345184851 scopus 로고
    • Methodology for an instrumented geographic analysis
    • Latham, J. P., 1963, Methodology for an instrumented geographic analysis. Ann. Assoc. Amer. Geogr., 53, 194-209.
    • (1963) Ann. Assoc. Amer. Geogr. , vol.53 , pp. 194-209
    • Latham, J.P.1
  • 36
    • 0000097795 scopus 로고
    • High-speed closest codeword search algorithms for vector quantization
    • Lee, C., and Chen, L., 1995, High-speed closest codeword search algorithms for vector quantization. IEEE Transactions on Communications, 43, 323-331.
    • (1995) IEEE Transactions on Communications , vol.43 , pp. 323-331
    • Lee, C.1    Chen, L.2
  • 38
    • 0017908212 scopus 로고
    • Accuracy and consistency comparisons of land use and land cover maps made from high-altitude photographs and Landsat multispectral image
    • February
    • Lins, K., 1978, Accuracy and consistency comparisons of land use and land cover maps made from high-altitude photographs and Landsat multispectral image. Journal of Research of the US Geological Survey, February.
    • (1978) Journal of Research of the US Geological Survey
    • Lins, K.1
  • 39
    • 0345617018 scopus 로고
    • Requirements analysis results for land cover and land use data
    • March
    • Lins, K., 1994, Requirements analysis results for land cover and land use data. US Geological Survey, March.
    • (1994) US Geological Survey
    • Lins, K.1
  • 40
    • 0038283911 scopus 로고    scopus 로고
    • Land use and land cover mapping in the United States: An overview and history of the concept
    • J. M. Scott, T. H. Tear, and F. W. Davis (Bethesda: American Society for Photogrammetry and Remote Sensing
    • Lins, K. F., and Kleokner, R. L., 1996, Land use and land cover mapping in the United States: an overview and history of the concept. In Gap Analysis, A Landscape Approach to Biodiversity Planning, edited by J. M. Scott, T. H. Tear, and F. W. Davis (Bethesda: American Society for Photogrammetry and Remote Sensing), pp. 57-67.
    • (1996) Gap Analysis, a Landscape Approach to Biodiversity Planning , pp. 57-67
    • Lins, K.F.1    Kleokner, R.L.2
  • 42
    • 0028578291 scopus 로고
    • Analysis of classification results of remotely sensed data and evaluation of classification algorithms
    • Ma, Z., and Redmond, R. L., 1995a, Analysis of classification results of remotely sensed data and evaluation of classification algorithms. Photogrammetric Engineering and Remote Sensing, 61, pp. 427-433.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 427-433
    • Ma, Z.1    Redmond, R.L.2
  • 43
    • 0028589729 scopus 로고
    • Tau coefficients for accuracy assessment of classification of remote-sensing data
    • M a, Z., and Redmond, R. L., 1995b, Tau coefficients for accuracy assessment of classification of remote-sensing data. Photogrammetric Engineering and Remote Sensing, 61, 435-439.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 435-439
    • Ma, Z.1    Redmond, R.L.2
  • 46
    • 0020972050 scopus 로고
    • The application of pseudo-bayesian estimators to remote-sensing data: Ideas and examples
    • MAxim, L. D., and Harrington, L., 1983, The application of pseudo-bayesian estimators to remote-sensing data: ideas and examples. Photogrammetric Engineering and Remote Sensing, 49, 649-658.
    • (1983) Photogrammetric Engineering and Remote Sensing , vol.49 , pp. 649-658
    • Maxim, L.D.1    Harrington, L.2
  • 47
    • 0016884542 scopus 로고
    • Variance comparisons for unbiased estimators of probabilities of correct classifications
    • IT-22
    • More, D. s., Whitsitt, S. J., and Landgrebe, D. A., 1976, Variance comparisons for unbiased estimators of probabilities of correct classifications. IEEE Transaction on Information Theory, IT-22, 102-105.
    • (1976) IEEE Transaction on Information Theory , pp. 102-105
    • More, D.S.1    Whitsitt, S.J.2    Landgrebe, D.A.3
  • 49
    • 0030222696 scopus 로고    scopus 로고
    • Classifier performance and map accuracy
    • Richards, J. A., 1996, Classifier performance and map accuracy. Remote Sensing of Environment, 57, 161-166.
    • (1996) Remote Sensing of Environment , vol.57 , pp. 161-166
    • Richards, J.A.1
  • 53
    • 0028499630 scopus 로고
    • The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
    • Shahshahani, B. M., and Landgrebe, D. A., 1994, The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon. IEEE Transactions on Geoscience and Remote Sensing, 32, 1087-1095.
    • (1994) IEEE Transactions on Geoscience and Remote Sensing , vol.32 , pp. 1087-1095
    • Shahshahani, B.M.1    Landgrebe, D.A.2
  • 54
    • 0030461168 scopus 로고    scopus 로고
    • Estimating the Kappa coefficient and its variance under stratified random sampling
    • Stehman, S. V., 1996, Estimating the Kappa coefficient and its variance under stratified random sampling. Photogrammetric Engineering and Remote Sensing, 62, 401-407.
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , pp. 401-407
    • Stehman, S.V.1
  • 56
    • 0019727997 scopus 로고
    • Stratification of natural vegetation for forest and rangeland inventory using Landsat digital imagery and collateral data
    • Strahler, A. H., 1981, Stratification of natural vegetation for forest and rangeland inventory using Landsat digital imagery and collateral data. International Journal of Remote Sensing, 2, 15-41.
    • (1981) International Journal of Remote Sensing , vol.2 , pp. 15-41
    • Strahler, A.H.1
  • 57
    • 0018203420 scopus 로고
    • Fundamentals of pattern recognition in remote-sensing
    • P. H. Swain and S. M. Davis (New York: McGraw-Hill
    • Swain, P. H., 1978, Fundamentals of pattern recognition in remote-sensing. In Remote-sensing: The Quantitative Approach, edited by P. H. Swain and S. M. Davis (New York: McGraw-Hill), pp. 136-187.
    • (1978) Remote-Sensing: The Quantitative Approach , pp. 136-187
    • Swain, P.H.1
  • 59
    • 85023552941 scopus 로고    scopus 로고
    • Farm Bill Fact Sheet, April 1996
    • United States Departiment of Agriculture, 1996, USDA 1996 Farm Bill Fact Sheet, April 1996.
    • (1996) USDA
  • 61
    • 85023591630 scopus 로고
    • Crop monitoring and yield forecasting activities of the MARS Project. In European Land Information Systems for Agro-Environmental Monitoring
    • D. King, R. J. A. Jones, and A. J. Thomasson, EUR Publication N. 16232/EN: 11-30
    • Vossen, P., and M eyer-Roux, J., 1995, Crop monitoring and yield forecasting activities of the MARS Project. In European Land Information Systems for Agro-Environmental Monitoring, edited by D. King, R. J. A. Jones, and A. J. Thomasson, EUR Publication N. 16232/EN: 11-30. More references and information regarding the MARS project can be found via the Space Application Institute webpage: http://www.jrc.it/.
    • (1995) More References and Information regarding the MARS Project Can Be Found via the Space Application Institute Webpage
    • Vossen, P.1    Eyer-Roux, J.2
  • 62
    • 0041401483 scopus 로고    scopus 로고
    • On roles and goals for map accuracy assessment: A remote-sensing perspective
    • H. T. Mowrer, R. L. Czaplewski, and R. H. Hamre (Fort Collins, Colorado: USDA Forest Service Rocky Mountain Research Station
    • Woodcock, C. E., 1996, On roles and goals for map accuracy assessment: a remote-sensing perspective. Proceedings of the Second International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, edited by H. T. Mowrer, R. L. Czaplewski, and R. H. Hamre (Fort Collins, Colorado: USDA Forest Service Rocky Mountain Research Station), pp. 535-540.
    • (1996) Proceedings of the Second International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences , pp. 535-540
    • Woodcock, C.E.1
  • 64
    • 0345591095 scopus 로고    scopus 로고
    • Alternative method to validate the seasonal land cover regions of the conterminous United States
    • H. T. Mowrer, R. L. Czaplewski and R. H. Hamre (Fort Collins, Colorado: USDA Forest Service Rocky Mountain Research Station
    • Zhu, Z., Ohlen, D. O., Czaplewski, R. L., and Burgan, R. E., 1996, Alternative method to validate the seasonal land cover regions of the conterminous United States. In Proceedings of the Second International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, edited by H. T. Mowrer, R. L. Czaplewski and R. H. Hamre (Fort Collins, Colorado: USDA Forest Service Rocky Mountain Research Station), pp. 409-418.
    • (1996) Proceedings of the Second International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences , pp. 409-418
    • Zhu, Z.1    Ohlen, D.O.2    Czaplewski, R.L.3    Burgan, R.E.4
  • 65
    • 0030216623 scopus 로고    scopus 로고
    • A survey on evaluation methods for image segmentation
    • Zhuang, Y. J., 1996, A survey on evaluation methods for image segmentation. Pattern Recognition, 29, 1335-1346.
    • (1996) Pattern Recognition , vol.29 , pp. 1335-1346
    • Zhuang, Y.J.1
  • 66
    • 0028578291 scopus 로고
    • Analysis of classification results of remotely sensed data and evaluation of classification algorithms
    • Zhuang, X., Engel, B. A., Xiong, X., and Johannsen, C. J., 1995, Analysis of classification results of remotely sensed data and evaluation of classification algorithms. Photogrammetric Engineering and Remote Sensing, 61, 427-433.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 427-433
    • Zhuang, X.1    Engel, B.A.2    Xiong, X.3    Johannsen, C.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.