메뉴 건너뛰기




Volumn 6, Issue 4, 2013, Pages 2020-2034

Interactive multiscale classification of high-resolution remote sensing images

Author keywords

Active learning; boosting; interactive classification; multiscale classification; support vector machines

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING STRATEGIES; BOOSTING; HIGH RESOLUTION IMAGE; HIGH-RESOLUTION REMOTE SENSING IMAGES; INTERACTIVE CLASSIFICATION; MULTISCALE SEGMENTATION; USER'S RELEVANCE FEEDBACK;

EID: 84881075584     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2237013     Document Type: Article
Times cited : (38)

References (65)
  • 2
    • 66049089993 scopus 로고    scopus 로고
    • Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: A comparison study
    • W. Zhou, G. Huang, A. Troy, and M. Cadenasso, "Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: A comparison study," Remote Sens. Environ., vol. 113, no. 8, pp. 1769-1777, 2009.
    • (2009) Remote Sens. Environ , vol.113 , Issue.8 , pp. 1769-1777
    • Zhou, W.1    Huang, G.2    Troy, A.3    Cadenasso, M.4
  • 4
    • 1642487678 scopus 로고    scopus 로고
    • Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information
    • DOI 10.1016/j.isprsjprs.2003.10.002
    • U. C. Benz, P. Hofmann, G. Willhauck, I. Lingenfelder, and M. Heynen, "Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information," ISPRS J. Photogramm. Remote Sens., vol. 58, no. 3-4, pp. 239-258, 2004, Integration of Geodata and Imagery for Automated Refinement and Update of Spatial Databases. (Pubitemid 38106043)
    • (2004) ISPRS Journal of Photogrammetry and Remote Sensing , vol.58 , Issue.3-4 , pp. 239-258
    • Benz, U.C.1    Hofmann, P.2    Willhauck, G.3    Lingenfelder, I.4    Heynen, M.5
  • 5
    • 84857699240 scopus 로고    scopus 로고
    • A markerbased approach for the automated selection of a single segmentation from a hierarchical set of image segmentations
    • Feb
    • Y. Tarabalka, J. Tilton, J. Benediktsson, and J. Chanussot, "A markerbased approach for the automated selection of a single segmentation from a hierarchical set of image segmentations," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 1, pp. 262-272, Feb. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens , vol.5 , Issue.1 , pp. 262-272
    • Tarabalka, Y.1    Tilton, J.2    Benediktsson, J.3    Chanussot, J.4
  • 6
    • 78650756971 scopus 로고    scopus 로고
    • Object-based image analysis through nonlinear scale-space filtering
    • A. Tzotsos, K. Karantzalos, and D. Argialas, "Object-based image analysis through nonlinear scale-space filtering," ISPRS J. Photogramm. Remote Sens., vol. 66, no. 1, pp. 2-16, 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens , vol.66 , Issue.1 , pp. 2-16
    • Tzotsos, A.1    Karantzalos, K.2    Argialas, D.3
  • 8
    • 42249100156 scopus 로고    scopus 로고
    • Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis
    • Y. O. Ouma, S. Josaphat, and R. Tateishi, "Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis," Comput. Geosci., vol. 34, no. 7, pp. 715-737, 2008.
    • (2008) Comput. Geosci , vol.34 , Issue.7 , pp. 715-737
    • Ouma, Y.O.1    Josaphat, S.2    Tateishi, R.3
  • 9
    • 14644406807 scopus 로고    scopus 로고
    • Results and implications of a study of fifteen years of satellite image classification experiments
    • DOI 10.1109/TGRS.2004.837325
    • G. Wilkinson, "Results and implications of a study of fifteen years of satellite image classification experiments," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 433-440, Mar. 2005. (Pubitemid 40320266)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 433-440
    • Wilkinson, G.G.1
  • 10
    • 33947591833 scopus 로고    scopus 로고
    • A survey of image classification methods and techniques for improving classification performance
    • DOI 10.1080/01431160600746456, PII 773345198
    • D. Lu and Q. Weng, "A survey of image classification methods and techniques for improving classification performance," Int. J. Remote Sens., vol. 28, no. 5, pp. 823-870, 2007. (Pubitemid 46476334)
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.5 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 12
    • 14644395523 scopus 로고    scopus 로고
    • A hierarchical Markovian model for multiscale region-based classification of vector-valued images
    • DOI 10.1109/TGRS.2004.842405
    • A. Katartzis, I. Vanhamel, and H. Sahli, "A hierarchical markovian model for multiscale region-based classification of vector-valued images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 548-558, Mar. 2005. (Pubitemid 40320276)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 548-558
    • Katartzis, A.1    Vanhamel, I.2    Sahli, H.3
  • 13
    • 33745615125 scopus 로고    scopus 로고
    • Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • Q. Yu, P. Gong, N. Clinton, G. Biging, M. Kelly, and D. Schirokauer, "Object-based detailed vegetation classificationwith airborne high spatial resolution remote sensing imagery," Photogramm. Eng. Remote Sens., vol. 72, no. 7, pp. 799-811, 2006. (Pubitemid 43993558)
    • (2006) Photogrammetric Engineering and Remote Sensing , vol.72 , Issue.7 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 14
    • 67650566426 scopus 로고    scopus 로고
    • Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using Quickbird imagery
    • Castillejo-González López-Granados García-Ferrer Pe Na-Barragán Jurado-Expósito De La Orden And González- Audicana
    • Castillejo-González, López-Granados, García-Ferrer, Pe na-Barragán, Jurado-Expósito, de la Orden, and González-Audicana, "Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using Quickbird imagery," Computers and Electronics in Agriculture, vol. 68, no. 2, pp. 207-215, 2009.
    • (2009) Computers and Electronics in Agriculture , vol.68 , Issue.2 , pp. 207-215
  • 15
    • 79952070569 scopus 로고    scopus 로고
    • Per-pixel vs. Object-based classification of urban land cover extraction using high spatial resolution imagery
    • S. W. Myint, P. Gober, A. Brazel, S. Grossman-Clarke, and Q. Weng, "Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery," Remote Sens. Environ., vol. 115, no. 5, pp. 1145-1161, 2011.
    • (2011) Remote Sens. Environ , vol.115 , Issue.5 , pp. 1145-1161
    • Myint, S.W.1    Gober, P.2    Brazel, A.3    Grossman-Clarke, S.4    Weng, Q.5
  • 16
    • 84881059014 scopus 로고    scopus 로고
    • Processing multidimensional sar and hyperspectral images with binary partition tree
    • A. Alonso-González, S. Valero, J. Chanussot, C. López-Martínez, and P. Salembier, "Processing multidimensional sar and hyperspectral images with binary partition tree," Proc. IEEE, vol. PP, no. 99, pp. 1-25, 2012.
    • (2012) Proc IEEE , Issue.99 , pp. 1-25
    • Alonso-González, A.1    Valero, S.2    Chanussot, J.3    López- Martínez, C.4    Salembier, P.5
  • 17
    • 84864067444 scopus 로고    scopus 로고
    • Spatio-temporal reasoning for the classification of satellite image time series
    • F. Petitjean, C. Kurtz, N. Passat, and P. Gançarski, "Spatio-temporal reasoning for the classification of satellite image time series," Pattern Recogn. Lett., vol. 33, no. 13, pp. 1805-1815, 2012.
    • (2012) Pattern Recogn. Lett , vol.33 , Issue.13 , pp. 1805-1815
    • Petitjean, F.1    Kurtz, C.2    Passat, N.3    Gançarski, P.4
  • 19
    • 61549110198 scopus 로고    scopus 로고
    • Hierarchical object oriented classification using very high resolution imagery and lidar data over urban areas
    • Y. Chen, W. Su, J. Li, and Z. Sun, "Hierarchical object oriented classification using very high resolution imagery and lidar data over urban areas," Advances in Space Research, vol. 43, no. 7, pp. 1101-1110, 2009.
    • (2009) Advances in Space Research , vol.43 , Issue.7 , pp. 1101-1110
    • Chen, Y.1    Su, W.2    Li, J.3    Sun, Z.4
  • 20
    • 70449453169 scopus 로고    scopus 로고
    • Image-object detectable in multiscale analysis on high-resolution remotely sensed imagery
    • J. Chen, D. Pan, and Z. Mao, "Image-object detectable in multiscale analysis on high-resolution remotely sensed imagery," Int. J. Remote Sens., vol. 30, no. 14, pp. 3585-3602, 2009.
    • (2009) Int. J. Remote Sens , vol.30 , Issue.14 , pp. 3585-3602
    • Chen, J.1    Pan, D.2    Mao, Z.3
  • 21
    • 79957608758 scopus 로고    scopus 로고
    • Multi-scale geobia with very high spatial resolution digital aerial imagery: Scale, texture and image objects
    • M. Kim, T. A. Warner, M. Madden, and D. S. Atkinson, "Multi-scale geobia with very high spatial resolution digital aerial imagery: Scale, texture and image objects," Int. J. Remote Sens., vol. 32, no. 10, pp. 2825-2850, 2011.
    • (2011) Int. J. Remote Sens , vol.32 , Issue.10 , pp. 2825-2850
    • Kim, M.1    Warner, T.A.2    Madden, M.3    Atkinson, D.S.4
  • 23
    • 84859922273 scopus 로고    scopus 로고
    • Assessing contextual descriptive features for plot-based classification of urban areas
    • T. Hermosilla, L. Ruiz, J. Recio, and M. Cambra-Lpez, "Assessing contextual descriptive features for plot-based classification of urban areas," Landscape and Urban Planning, vol. 106, no. 1, pp. 124-137, 2012.
    • (2012) Landscape and Urban Planning , vol.106 , Issue.1 , pp. 124-137
    • Hermosilla, T.1    Ruiz, L.2    Recio, J.3    Cambra-Lpez, M.4
  • 24
    • 78650077552 scopus 로고    scopus 로고
    • Comparison of methods for land-use classification incorporating remote sensing and GIS inputs
    • O. Rozenstein and A. Karnieli, "Comparison of methods for land-use classification incorporating remote sensing and GIS inputs," Applied Geography, vol. 31, no. 2, pp. 533-544, 2011.
    • (2011) Applied Geography , vol.31 , Issue.2 , pp. 533-544
    • Rozenstein, O.1    Karnieli, A.2
  • 26
    • 79957456032 scopus 로고    scopus 로고
    • A survey of active learning algorithms for supervised remote sensing image classification
    • Jun
    • D. Tuia, M. Volpi, L. Copa, M. Kanevski, and J. Munoz-Mari, "A survey of active learning algorithms for supervised remote sensing image classification," IEEE J. Sel. Topics Signal Process., vol. 5, no. 3, pp. 606-617, Jun. 2011.
    • (2011) IEEE J. Sel. Topics Signal Process , vol.5 , Issue.3 , pp. 606-617
    • Tuia, D.1    Volpi, M.2    Copa, L.3    Kanevski, M.4    Munoz-Mari, J.5
  • 27
    • 41549147912 scopus 로고    scopus 로고
    • An active learning approach to hyperspectral data classification
    • DOI 10.1109/TGRS.2007.910220, 4469868
    • S. Rajan, J. Ghosh, and M. Crawford, "An active learning approach to hyperspectral data classification," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 4, pp. 1231-1242, Apr. 2008. (Pubitemid 351459470)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.4 , pp. 1231-1242
    • Rajan, S.1    Ghosh, J.2    Crawford, M.M.3
  • 29
    • 79952041537 scopus 로고    scopus 로고
    • Batch-mode active-learning methods for the interactive classification of remote sensing images
    • Mar
    • B. Demir, C. Persello, and L. Bruzzone, "Batch-mode active-learning methods for the interactive classification of remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 3, pp. 1014-1031, Mar. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.3 , pp. 1014-1031
    • Demir, B.1    Persello, C.2    Bruzzone, L.3
  • 30
    • 79953897708 scopus 로고    scopus 로고
    • A relevance feedback method based on genetic programming for classification of remote sensing images
    • J. A. dos Santos, C. D. Ferreira, R. da S. Torres, M. A. Gonçalves, and R. A. C. Lamparelli, "A relevance feedback method based on genetic programming for classification of remote sensing images," Inf. Sci., vol. 181, no. 13, pp. 2671-2684, 2011.
    • (2011) Inf. Sci , vol.181 , Issue.13 , pp. 2671-2684
    • Dos Santos, J.A.1    Ferreira, C.D.2    Das Torres, R.3    Gonçalves, M.A.4    Lamparelli, R.A.C.5
  • 31
    • 79957460116 scopus 로고    scopus 로고
    • Using active learning to adapt remote sensing image classifiers
    • D. Tuia, E. Pasolli, and W. Emery, "Using active learning to adapt remote sensing image classifiers," Remote Sens. Environ., vol. 115, no. 9, pp. 2232-2242, 2011.
    • (2011) Remote Sens. Environ , vol.115 , Issue.9 , pp. 2232-2242
    • Tuia, D.1    Pasolli, E.2    Emery, W.3
  • 32
    • 79955522957 scopus 로고    scopus 로고
    • Support vector machine active learning through significance space construction
    • May
    • E. Pasolli, F. Melgani, and Y. Bazi, "Support vector machine active learning through significance space construction," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 431-435, May 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett , vol.8 , Issue.3 , pp. 431-435
    • Pasolli, E.1    Melgani, F.2    Bazi, Y.3
  • 33
    • 79957870587 scopus 로고    scopus 로고
    • A boosted genetic fuzzy classifier for land cover classification of remote sensing imagery
    • D. Stavrakoudis, J. Theocharis, and G. Zalidis, "A boosted genetic fuzzy classifier for land cover classification of remote sensing imagery," ISPRS J. Photogramm. Remote Sens., vol. 66, no. 4, pp. 529-544, 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens , vol.66 , Issue.4 , pp. 529-544
    • Stavrakoudis, D.1    Theocharis, J.2    Zalidis, G.3
  • 34
    • 27844469639 scopus 로고    scopus 로고
    • Semantics-enabled framework for knowledge discovery from earth observation data archives
    • DOI 10.1109/TGRS.2005.847908
    • S. Durbha and R. King, "Semantics-enabled framework for knowledge discovery from earth observation data archives," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 11, pp. 2563-2572, Nov. 2005. (Pubitemid 41640780)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.11 , pp. 2563-2572
    • Durbha, S.S.1    King, R.L.2
  • 35
    • 75449090334 scopus 로고    scopus 로고
    • Feature identification via a combined ICA-wavelet method for image information mining
    • Jan
    • V. Shah, N. Younan, S. Durbha, and R. King, "Feature identification via a combined ICA-wavelet method for image information mining," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 1, pp. 18-22, Jan. 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett , vol.7 , Issue.1 , pp. 18-22
    • Shah, V.1    Younan, N.2    Durbha, S.3    King, R.4
  • 36
    • 74049146403 scopus 로고    scopus 로고
    • Using relevance feedback for classifying remote sensing images
    • Natal, RN, Brazil Apr
    • J. A. dos Santos, R. A. C. Lampareli, and R. da S. Torres, "Using relevance feedback for classifying remote sensing images," in XIV Brazilian Remote Sensing Symp., Natal, RN, Brazil, Apr. 2009, pp. 7909-7916.
    • (2009) XIV Brazilian Remote Sensing Symp. , pp. 7909-7916
    • Dos Santos, J.A.1    Lampareli, R.A.C.2    Da Torres, S.R.3
  • 38
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • T. Blaschke, "Object based image analysis for remote sensing," ISPRS J. Photogramm. Remote Sens., vol. 65, no. 1, pp. 2-16, 2010.
    • (2010) ISPRS J. Photogramm. Remote Sens , vol.65 , Issue.1 , pp. 2-16
    • Blaschke, T.1
  • 39
    • 67651250548 scopus 로고    scopus 로고
    • Hierarchical texture-based segmentation of multiresolution remote-sensing images
    • Jul
    • R. Gaetano, G. Scarpa, and G. Poggi, "Hierarchical texture-based segmentation of multiresolution remote-sensing images," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 7, pp. 2129-2141, Jul. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens , vol.47 , Issue.7 , pp. 2129-2141
    • Gaetano, R.1    Scarpa, G.2    Poggi, G.3
  • 40
    • 77957752577 scopus 로고    scopus 로고
    • An automatic region-based image segmentation algorithm for remote sensing applications
    • Oct
    • Z. Wang, J. R. Jensen, and J. Im, "An automatic region-based image segmentation algorithm for remote sensing applications," Environ. Model. Softw., vol. 25, pp. 1149-1165, Oct. 2010.
    • (2010) Environ. Model. Softw , vol.25 , pp. 1149-1165
    • Wang, Z.1    Jensen, J.R.2    Im, J.3
  • 41
    • 77953870770 scopus 로고    scopus 로고
    • A novel texture-preceded segmentation algorithm for high-resolution imagery
    • N. Li, H. Huo, and T. Fang, "A novel texture-preceded segmentation algorithm for high-resolution imagery," IEEE Trans. Geosci. Remote Sens., no. 99, pp. 1-11, 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens , Issue.99 , pp. 1-11
    • Li, N.1    Huo, H.2    Fang, T.3
  • 42
    • 67049156806 scopus 로고    scopus 로고
    • Supervised pattern classification based on optimum-path forest
    • J. Papa, A. Falcão, and C. Suzuki, "Supervised pattern classification based on optimum-path forest," Int. J. Imag. Syst. Technol., vol. 19, no. 2, pp. 120-131, 2009.
    • (2009) Int. J. Imag. Syst. Technol , vol.19 , Issue.2 , pp. 120-131
    • Papa, J.1    Falcão, A.2    Suzuki, C.3
  • 43
    • 85022006773 scopus 로고    scopus 로고
    • A hybrid texture-based and region-based multi-scale image segmentation algorithm
    • ser. Lecture Notes in Geoinformation and Cartography, T. Blaschke, S. Lang, and G. J. Hay, Eds. Berlin Heidelberg: Springer
    • A. Tzotsos, C. Iosifidis, and D. Argialas, "A hybrid texture-based and region-based multi-scale image segmentation algorithm," in Object- Based Image Analysis, ser. Lecture Notes in Geoinformation and Cartography, T. Blaschke, S. Lang, and G. J. Hay, Eds. Berlin Heidelberg: Springer, 2008, pp. 221-236.
    • (2008) Object- Based Image Analysis , pp. 221-236
    • Tzotsos, A.1    Iosifidis, C.2    Argialas, D.3
  • 44
    • 70349231059 scopus 로고    scopus 로고
    • An efficient multiscale SRMMHR (statistical regionmerging andminimumheterogeneity rule) segmentation method for high-resolution remote sensing imagery
    • Jun
    • H. Li, H. Gu,Y.Han, and J. Yang, "An efficient multiscale SRMMHR (statistical regionmerging andminimumheterogeneity rule) segmentation method for high-resolution remote sensing imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 2, no. 2, pp. 67-73, Jun. 2009.
    • (2009) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens , vol.2 , Issue.2 , pp. 67-73
    • Li, H.1    Gu, H.2    Han, Y.3    Yang, J.4
  • 46
    • 84990602490 scopus 로고
    • Optimal approximations by piecewise smooth functions and associated variational problems
    • D. Mumford and J. Shah, "Optimal approximations by piecewise smooth functions and associated variational problems," Commun. Pure Appl. Math., vol. 42, no. 5, pp. 577-685, 1989.
    • (1989) Commun. Pure Appl. Math , vol.42 , Issue.5 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 49
    • 84881043114 scopus 로고    scopus 로고
    • Improving Adaboost for classification on small training sample sets with active learning
    • L. W. X. Li and E. Sung, "Improving Adaboost for classification on small training sample sets with active learning," in Proc. Asian Conf. Computer Vision, ACCV 2004, 2004.
    • (2004) Proc. Asian Conf. Computer Vision, ACCV , vol.2004
    • Li, L.W.X.1    Sung, E.2
  • 50
    • 45949086719 scopus 로고    scopus 로고
    • Active learning methods for interactive image retrieval
    • Jul
    • P. Gosselin and M. Cord, "Active learning methods for interactive image retrieval," IEEE Trans. Image Process., vol. 17, no. 7, pp. 1200-1211, Jul. 2008.
    • (2008) IEEE Trans. Image Process , vol.17 , Issue.7 , pp. 1200-1211
    • Gosselin, P.1    Cord, M.2
  • 53
    • 34547537936 scopus 로고    scopus 로고
    • Integrating relevance feedback in boosting for content-based image retrieval
    • J.Yu, Y. Lu,Y.Xu,N. Sebe, andQ. Tian, "Integrating relevance feedback in boosting for content-based image retrieval," in ICASSP (1)'07, 2007, pp. 965-968.
    • (2007) ICASSP 1' , Issue.7 , pp. 965-968
    • Yu, J.1    Lu, Y.2    Xu, Y.3    Sebe, N.4    Tian, Q.5
  • 57
    • 0037481105 scopus 로고    scopus 로고
    • A compact and efficient image retrieval approach based on border/interior pixel classification
    • R. de O. Stehling, M. A. Nascimento, and A. X. Falcão, "A compact and efficient image retrieval approach based on border/interior pixel classification," in Proc. CIKM, New York, 2002, pp. 102-109.
    • (2002) Proc. CIKM, New York , pp. 102-109
    • De O, R.1    Nascimento, A.S.M.2    Falcão, A.X.3
  • 58
    • 0030383588 scopus 로고    scopus 로고
    • Comparing images using color coherence vectors
    • G. Pass, R. Zabih, and J. Miller, "Comparing images using color coherence vectors," in ACM Multimedia, 1996, pp. 65-73.
    • (1996) ACM Multimedia , pp. 65-73
    • Pass, G.1    Zabih, R.2    Miller, J.3
  • 64
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • J. R. Landis and G. G. Koch, "The measurement of observer agreement for categorical data," Biometrics, vol. 33, no. 1, pp. 159-174, Mar. 1977. (Pubitemid 8054849)
    • (1977) Biometrics , vol.33 , Issue.1 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 65
    • 85032570488 scopus 로고    scopus 로고
    • Support vector machine classification for object-based image analysis
    • ser. Lecture Notes in Geoinformation and Cartography, T. Blaschke, S. Lang, and G. J. Hay, Eds. Berlin Heidelberg: Springer
    • A. Tzotsos and D. Argialas, "Support vector machine classification for object-based image analysis," in Object-Based Image Analysis, ser. Lecture Notes in Geoinformation and Cartography, T. Blaschke, S. Lang, and G. J. Hay, Eds. Berlin Heidelberg: Springer, 2008, pp. 663-677.
    • (2008) Object-Based Image Analysis , pp. 663-677
    • Tzotsos, A.1    Argialas, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.