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Volumn 6, Issue 2, 2013, Pages 861-866

Crop stage classification of hyperspectral data using unsupervised techniques

Author keywords

Hyperspectral images; niche hierarchical artificial immune system; principal component analysis

Indexed keywords

CROP STAGE CLASSIFICATIONS; DIMENSIONALITY REDUCTION; HIERARCHICAL ARTIFICIAL IMMUNE SYSTEMS; HIERARCHICAL CLUSTERING ALGORITHMS; HYPER-SPECTRAL IMAGES; UNSUPERVISED ALGORITHMS; UNSUPERVISED CLASSIFICATION; UNSUPERVISED TECHNIQUES;

EID: 84877920957     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2217941     Document Type: Article
Times cited : (53)

References (31)
  • 1
    • 67949115614 scopus 로고    scopus 로고
    • Spectral-spatial classification of hyperspectral imagery based on partitional clustering techniques
    • Y. Tarabalka, J. A. Benediktsson, and J. Chanussot, "Spectral- spatial classification of hyperspectral imagery based on partitional clustering techniques," IEEE Trans. Geosci. Remote Sens. , vol. 47, no. 8, pp. 2973-2987, 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens , vol.47 , Issue.8 , pp. 2973-2987
    • Tarabalka, Y.1    Benediktsson, J.A.2    Chanussot, J.3
  • 3
    • 0028499523 scopus 로고
    • Neural network approach to land cover mapping
    • T. Yoshida and S. Omatu, "Neural network approach to land cover mapping," IEEE Trans. Geosci. Remote Sens. , vol. 32, no. 5, pp. 1103-1108, 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens , vol.32 , Issue.5 , pp. 1103-1108
    • Yoshida, T.1    Omatu, S.2
  • 4
    • 78049282844 scopus 로고    scopus 로고
    • Semi-supervised hyperspectral image segmentation using multinomial logistic regression with active learning
    • J. Li, J. Bioucas-Dias, and A. Plaza, "Semi-supervised hyperspectral image segmentation using multinomial logistic regression with active learning," IEEE Trans. Geosci. Remote Sens. , vol. 48, no. 11, pp. 4085-4098, 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.48 , Issue.11 , pp. 4085-4098
    • Li, J.1    Bioucas-Dias, J.2    Plaza, A.3
  • 5
    • 77958017904 scopus 로고    scopus 로고
    • SVM andMRF-based method for accurate classification of hyperspectral images
    • Y. Tarabalka, M. Fauvel, J. Chanussot, and J. A. Benediktsson, "SVM andMRF-based method for accurate classification of hyperspectral images," IEEE Geosci. Remote Sens. Lett. , vol. 7, no. 4, pp. 736-740, 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett , vol.7 , Issue.4 , pp. 736-740
    • Tarabalka, Y.1    Fauvel, M.2    Chanussot, J.3    Benediktsson, J.A.4
  • 6
    • 77956694762 scopus 로고    scopus 로고
    • Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers
    • Y. Tarabalka, J. Chanussot, and J. A. Benediktsson, "Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers," IEEE Trans. Syst. , Man, Cybern. B: Cybernetics, vol. 40, no. 5, pp. 1267-1279, 2010.
    • (2010) IEEE Trans. Syst. , Man, Cybern. B: Cybernetics , vol.40 , Issue.5 , pp. 1267-1279
    • Tarabalka, Y.1    Chanussot, J.2    Benediktsson, J.A.3
  • 7
    • 77953764526 scopus 로고    scopus 로고
    • Segmentation and classification of hyperspectral images using watershed transformation
    • Y. Tarabalka, J. Chanussot, and J. A. Benediktsson, "Segmentation and classification of hyperspectral images using watershed transformation," Pattern Recognit. , vol. 43, no. 7, pp. 2367-2379, 2010.
    • (2010) Pattern Recognit , vol.43 , Issue.7 , pp. 2367-2379
    • Tarabalka, Y.1    Chanussot, J.2    Benediktsson, J.A.3
  • 8
    • 0037139270 scopus 로고    scopus 로고
    • Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - A case study over soils in Israel
    • DOI 10.1080/01431160010006962
    • E. Ben-Dor, K. Patkin, A. Banin, and A. Karnieli, "Mapping of several soil properties using DAIS-7915 hyperspectral scanner data-A case study over clayey soils in Israel," Int. J. Remote Sens. , vol. 23, no. 6, pp. 1043-1062, 2002. (Pubitemid 34244118)
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.6 , pp. 1043-1062
    • Ben-Dor, E.1    Patkin, K.2    Banin, A.3    Karnieli, A.4
  • 10
    • 84857228612 scopus 로고    scopus 로고
    • Dimensionality reduction and classification of hyperspectral data
    • S. N. Omkar, V. Sivaranjani, J. Senthilnath, and M. Suman, "Dimensionality reduction and classification of hyperspectral data," Int. J. Aerosp. Innov. , vol. 2, no. 3, pp. 157-163, 2010.
    • (2010) Int. J. Aerosp. Innov , vol.2 , Issue.3 , pp. 157-163
    • Omkar, S.N.1    Sivaranjani, V.2    Senthilnath, J.3    Suman, M.4
  • 11
    • 0036402912 scopus 로고    scopus 로고
    • Hyperspectral land cover classification of EO-1 Hyperion data by principal component analysis and pixel unmixing
    • S. C. Liew, C. W. Chang, and K. H. Lim, "Hyperspectral land cover classification of EO-1 Hyperion data by principal component analysis and pixel unmixing," in Proc. IGARSS, 2002, pp. 3111-3113.
    • Proc. IGARSS, 2002 , pp. 3111-3113
    • Liew, S.C.1    Chang, C.W.2    Lim, K.H.3
  • 12
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • I. Filella and J. Penuelas, "The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status," Int. J. Remote Sens. , vol. 15, no. 7, pp. 1459-1470, 1994. (Pubitemid 24406176)
    • (1994) International Journal of Remote Sensing , vol.15 , Issue.7 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 15
    • 80053988026 scopus 로고    scopus 로고
    • Clustering using firefly algorithm: Performance study
    • J. Senthilnath, S. N. Omkar, and V. Mani, "Clustering using firefly algorithm: Performance study," Swarm Evol. Comput. , vol. 1, no. 3, pp. 164-171, 2011.
    • (2011) Swarm Evol. Comput , vol.1 , Issue.3 , pp. 164-171
    • Senthilnath, J.1    Omkar, S.N.2    Mani, V.3
  • 16
    • 31444446724 scopus 로고    scopus 로고
    • An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery
    • DOI 10.1109/TGRS.2005.861548
    • Y. Zhong, L. Zhang, B. Huang, and L. Pingxiang, "An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery," IEEE Trans. Geosci. Remote Sens. , vol. 44, pp. 420-431, 2006. (Pubitemid 43149277)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.2 , pp. 420-431
    • Zhong, Y.1    Zhang, L.2    Huang, B.3    Li, P.4
  • 17
    • 0004161991 scopus 로고
    • Prentice Hall Advanced Reference Series. Upper Saddle River, NJ: Prentice-Hall
    • A. K. Jain and R. C. Dubes, Algorithms for Clustering Data, ser. Prentice Hall Advanced Reference Series. Upper Saddle River, NJ: Prentice-Hall, 1988.
    • (1988) Algorithms for Clustering Data, ser
    • Jain, A.K.1    Dubes, R.C.2
  • 18
    • 61549110198 scopus 로고    scopus 로고
    • Hierarchical object oriented classification using very high resolution imagery and LIDAR data over urban areas
    • C. Yunhao, S. Wei, L. Jing, and S. Zhongping, "Hierarchical object oriented classification using very high resolution imagery and LIDAR data over urban areas," Adv. Space Res. , vol. 43, pp. 1101-1110, 2009.
    • (2009) Adv. Space Res , vol.43 , pp. 1101-1110
    • Yunhao, C.1    Wei, S.2    Jing, L.3    Zhongping, S.4
  • 19
    • 84857215474 scopus 로고    scopus 로고
    • Hierarchical artificial immune system for crop stage classification
    • J. Senthilnath, S. N. Omkar, V. Mani, and N. Karnwal, "Hierarchical artificial immune system for crop stage classification," in Proc. IEEE INDICON, 2011, pp. 1-4.
    • (2011) Proc. IEEE INDICON , pp. 1-4
    • Senthilnath, J.1    Omkar, S.N.2    Mani, V.3    Karnwal, N.4
  • 20
    • 0001903624 scopus 로고
    • Genetic algorithms with sharing for multimodal function optimization
    • J. J. Grefenstette, Ed. Hillsdale, NJ: Lawrence Erlbaum
    • D. E. Goldberg and J. Richardson, "Genetic algorithms with sharing for multimodal function optimization," in Genetic Algorithms and Their Applications, J. J. Grefenstette, Ed. Hillsdale, NJ: Lawrence Erlbaum, 1987, pp. 41-49.
    • (1987) Genetic Algorithms and Their Applications , pp. 41-49
    • Goldberg, D.E.1    Richardson, J.2
  • 22
    • 79151484627 scopus 로고    scopus 로고
    • Second moment linear dimensionality as an alternative to virtual dimensionality
    • P. Bajorski, "Second moment linear dimensionality as an alternative to virtual dimensionality," IEEE Trans. Geosci. Remote Sens. , vol. 49, no. 2, pp. 672-678, 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.2 , pp. 672-678
    • Bajorski, P.1
  • 25
    • 0004125427 scopus 로고    scopus 로고
    • Artificial immune systems: Part i-basic theory and applications
    • L. D. Castro and F. Zuben, "Artificial Immune Systems: Part I-Basic Theory and Applications," TR-DCA 01/99, 1999.
    • (1999) TR-DCA 01/99
    • Castro, L.D.1    Zuben, F.2
  • 26
    • 28444463167 scopus 로고    scopus 로고
    • An overview of artificial immune systems, computation in cells and tissues: Perspectives and tools for thought
    • J. Timmis, T. Knight, L. D. Castro, and E. Hart, "An overview of artificial immune systems, computation in cells and tissues: Perspectives and tools for thought," Natural Computation Series, pp. 51-86, 2004.
    • (2004) Natural Computation Series , pp. 51-86
    • Timmis, J.1    Knight, T.2    Castro, L.D.3    Hart, E.4
  • 28
    • 0036613006 scopus 로고    scopus 로고
    • Learning and optimization using the clonal selection principle
    • DOI 10.1109/TEVC.2002.1011539, PII S1089778X02060654
    • L. D. Castro and F. Zuben, "Learning and optimization using the clonal selection principle," IEEE Trans. Evol. Comput. , vol. 6, no. 3, pp. 239-251, 2002. (Pubitemid 34867248)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.3 , pp. 239-251
    • De Castro, L.N.1    Von Zuben, F.J.2
  • 29
    • 35148874988 scopus 로고    scopus 로고
    • Generating compact classifier systems using a simple artificial immune system
    • L. Kevin, C. France, and C. Christopher, "Generating compact classifier systems using a simple artificial immune system," IEEE Trans. Syst. , Man, Cybern. B: Cybern. , vol. 37, no. 5, pp. 1344-1356, 2007.
    • (2007) IEEE Trans. Syst. , Man, Cybern. B: Cybern , vol.37 , Issue.5 , pp. 1344-1356
    • Kevin, L.1    France, C.2    Christopher, C.3
  • 31


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.