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Volumn 10, Issue 1, 2013, Pages 29-33

Discriminative Gabor feature selection for hyperspectral image classification

Author keywords

Feature selection; Gabor wavelet; hyperspectral imagery classification

Indexed keywords

GABOR FEATURE; GABOR WAVELETS; HYPERSPECTRAL IMAGE CLASSIFICATION; HYPERSPECTRAL IMAGERY; LARGE DIMENSIONS; SPECTRUM INFORMATION;

EID: 84866291195     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2191761     Document Type: Article
Times cited : (70)

References (26)
  • 3
    • 0042883921 scopus 로고    scopus 로고
    • Spatially smooth partitioning of hyperspectral imagery using spectral/spatial measures of disparity
    • Jun
    • R. S. Rand and D. M. Keenan, "Spatially smooth partitioning of hyperspectral imagery using spectral/spatial measures of disparity," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 6, pp. 1479-1490, Jun. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.6 , pp. 1479-1490
    • Rand, R.S.1    Keenan, D.M.2
  • 4
    • 79151469566 scopus 로고    scopus 로고
    • Band-subset-based clustering and fusion for hyperspectral imagery classification
    • Feb
    • Y.-Q. Zhao, L. Zhang, and S. G. Kong, "Band-subset-based clustering and fusion for hyperspectral imagery classification," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 2, pp. 747-756, Feb. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.2 , pp. 747-756
    • Zhao, Y.-Q.1    Zhang, L.2    Kong, S.G.3
  • 5
    • 78049241977 scopus 로고    scopus 로고
    • Multiple spectral-spatial classification approach for hyperspectral data
    • Nov
    • Y. Tarabalka, J. A. Benediktsson, J. Chanussot, and J. C. Tilton, "Multiple spectral-spatial classification approach for hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 11, pp. 4122-4132, Nov. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.11 , pp. 4122-4132
    • Tarabalka, Y.1    Benediktsson, J.A.2    Chanussot, J.3    Tilton, J.C.4
  • 6
    • 77958017904 scopus 로고    scopus 로고
    • SVM-and MRF-based method for accurate classification of hyperspectral images
    • Oct
    • Y. Tarabalka, M. Fauvel, J. Chanussot, and J. A. Benediktsson, "SVM-and MRF-based method for accurate classification of hyperspectral images," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 4, pp. 736-740, Oct. 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
  • 7
    • 0000293183 scopus 로고
    • Theory of communication. Part 1: The analysis of information
    • Nov
    • D. Gabor, "Theory of communication. Part 1: The analysis of information," J. Inst. Elect. Eng.-Part III, Radio Commun. Eng., vol. 93, no. 26, pp. 429-441, Nov. 1946.
    • (1946) J. Inst. Elect. Eng.-Part III, Radio Commun. Eng. , vol.93 , Issue.26 , pp. 429-441
    • Gabor, D.1
  • 8
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • Dec
    • A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recognit., vol. 24, no. 12, pp. 1167-1186, Dec. 1991.
    • (1991) Pattern Recognit. , vol.24 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 9
    • 79953656050 scopus 로고    scopus 로고
    • FPCODE: An efficient approach for multimodal biometrics
    • L. Shen, L. Bai, and Z. Ji, "FPCODE: An efficient approach for multimodal biometrics," Int. J. Pattern Recognit. Artif. Intell., vol. 25, no. 2, pp. 273-286, 2011.
    • (2011) Int. J. Pattern Recognit. Artif. Intell. , vol.25 , Issue.2 , pp. 273-286
    • Shen, L.1    Bai, L.2    Ji, Z.3
  • 10
    • 33749335686 scopus 로고    scopus 로고
    • A review on Gabor wavelets for face recognition
    • DOI 10.1007/s10044-006-0033-y
    • L. Shen and L. Bai, "A review on Gabor wavelets for face recognition," Pattern Anal. Appl., vol. 9, no. 2-3, pp. 273-292, Sep. 2006. (Pubitemid 44494997)
    • (2006) Pattern Analysis and Applications , vol.9 , Issue.2-3 , pp. 273-292
    • Shen, L.1    Bai, L.2
  • 11
    • 33847056268 scopus 로고    scopus 로고
    • Gabor wavelets and General Discriminant Analysis for face identification and verification
    • DOI 10.1016/j.imavis.2006.05.002, PII S0262885606001491
    • L. Shen, L. Bai, and M. Fairhurst, "Gabor wavelets and general discriminant analysis for face identification and verification," Image Vis. Comput., vol. 25, no. 5, pp. 553-563, May 2007. (Pubitemid 46275163)
    • (2007) Image and Vision Computing , vol.25 , Issue.5 , pp. 553-563
    • Shen, L.1    Bai, L.2    Fairhurst, M.3
  • 12
    • 33748469875 scopus 로고    scopus 로고
    • MutualBoost learning for selecting Gabor features for face recognition
    • DOI 10.1016/j.patrec.2006.02.005, PII S0167865506000353
    • L. Shen and L. Bai, "MutualBoost learning for selecting Gabor features for face recognition," Pattern Recognit. Lett., vol. 27, no. 15, pp. 1758-1767, Nov. 2006. (Pubitemid 44353845)
    • (2006) Pattern Recognition Letters , vol.27 , Issue.15 , pp. 1758-1767
    • Shen, L.1    Bai, L.2
  • 13
    • 43549110057 scopus 로고    scopus 로고
    • 3D Gabor wavelets for evaluating SPM normalization algorithm
    • Jun
    • L. Shen and L. Bai, "3D Gabor wavelets for evaluating SPM normalization algorithm," Med. Image Anal., vol. 12, no. 3, pp. 375-383, Jun. 2008.
    • (2008) Med. Image Anal. , vol.12 , Issue.3 , pp. 375-383
    • Shen, L.1    Bai, L.2
  • 14
    • 18444411712 scopus 로고    scopus 로고
    • Hyperspectral texture recognition using a multiscale opponent representation
    • DOI 10.1109/TGRS.2003.811076
    • M. Shi and G. Healey, "Hyperspectral texture recognition using a multiscale opponent representation," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 5, pp. 1090-1095, May 2003. (Pubitemid 351466571)
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.5 PART 1 , pp. 1090-1095
    • Shi, M.1    Healey, G.2
  • 15
    • 77956058584 scopus 로고    scopus 로고
    • Hyperspectral region classification using a three-dimensional Gabor filterbank
    • Se
    • T. C. Bau, S. Sarkar, and G. Healey, "Hyperspectral region classification using a three-dimensional Gabor filterbank," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 9, pp. 3457-3464, Sep. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.9 , pp. 3457-3464
    • Bau, T.C.1    Sarkar, S.2    Healey, G.3
  • 16
    • 82155181590 scopus 로고    scopus 로고
    • Three-dimensional Gabor wavelets for pixel-based hyperspectral imagery classification
    • Dec
    • L. Shen and S. Jia, "Three-dimensional Gabor wavelets for pixel-based hyperspectral imagery classification," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 12, pp. 5039-5046, Dec. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.12 , pp. 5039-5046
    • Shen, L.1    Jia, S.2
  • 18
    • 25144492516 scopus 로고    scopus 로고
    • Efficient feature selection via analysis of relevance and redundancy
    • Oct.
    • L. Yu and H. Liu, "Efficient feature selection via analysis of relevance and redundancy," J. Mach. Learn. Res., vol. 5, pp. 1205-1224, Oct. 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 19
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy
    • DOI 10.1109/TPAMI.2005.159
    • H. Peng, F. Long, and C. Ding, "Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 8, pp. 1226-1238, Aug. 2005. (Pubitemid 41245053)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 20
    • 33750590333 scopus 로고    scopus 로고
    • Band selection for hyperspectral image classification using mutual information
    • DOI 10.1109/LGRS.2006.878240, 1715309
    • B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, "Band selection for hyperspectral image classification using mutual information," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 522-526, Oct. 2006. (Pubitemid 44679664)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.4 , pp. 522-526
    • Guo, B.1    Gunn, S.R.2    Damper, R.I.3    Nelson, J.D.B.4
  • 21
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • U. M. Fayyad and K. B. Irani, "Multi-interval discretization of continuous-valued attributes for classification learning," in Proc. Int. Joint Conf. Uncertainty AI, 1993, pp. 1022-1027.
    • (1993) Proc. Int. Joint Conf. Uncertainty AI , pp. 1022-1027
    • Fayyad, U.M.1    Irani, K.B.2
  • 22
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Jan
    • T. Cover and P. Hart, "Nearest neighbor pattern classification, " IEEE Trans. Inf. Theory, vol. 13, no. 1, pp. 21-27, Jan. 1967.
    • (1967) IEEE Trans. Inf. Theory , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.1    Hart, P.2
  • 26
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C.-C. Chang and C.-J. Lin (2011). LIBSVM: A library for support vector machines. ACM Trans. Intell. Syst. Technol. [Online]. 2, pp. 27:1-27:27. Available: http://www.csie.ntu.edu.tw/cjlin/libsvm
    • (2011) ACM Trans. Intell. Syst. Technol. [Online] , vol.2 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.