메뉴 건너뛰기




Volumn , Issue , 2013, Pages 138-143

Sparse representation using contextual information for hyperspectral image classification

Author keywords

Classification; Hyperspectral image; Least square; Sparse representation

Indexed keywords

CLASSIFICATION PERFORMANCE; CONTEXTUAL INFORMATION; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL IMAGE CLASSIFICATION; LEAST SQUARE; LEAST SQUARE METHODS; RECONSTRUCTION ERROR; SPARSE REPRESENTATION;

EID: 84888868958     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CYBConf.2013.6617422     Document Type: Conference Paper
Times cited : (9)

References (19)
  • 1
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • Jan.
    • G. Hughes, "On the mean accuracy of statistical pattern recognizers," IEEE Trans. Inf. Theory, Vol. 14, no. 1, pp. 55-63, Jan. 1968.
    • (1968) IEEE Trans. Inf. Theory , vol.14 , Issue.1 , pp. 55-63
    • Hughes, G.1
  • 2
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Aug.
    • F. Melgani and L. Bruzzone, "Classification of hyperspectral remote sensing images with support vector machines," IEEE Trans. Geosci. remote Sens., Vol. 42, no. 8, pp. 1778-1790, Aug. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.8 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 3
    • 61349199062 scopus 로고    scopus 로고
    • Classification of hyperspectral images with regularized linear discriminant analysis
    • Mar.
    • T. Bandos, L. Bruzzone, and G. Camps-Valls, "Classification of hyperspectral images with regularized linear discriminant analysis," IEEE Trans. Geosci. remote Sens., Vol. 47, no. 3, pp. 862-873, Mar. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.3 , pp. 862-873
    • Bandos, T.1    Bruzzone, L.2    Camps-Valls, G.3
  • 4
    • 45849090383 scopus 로고    scopus 로고
    • Supervised classification of remotely sensed imagery using a modified k-NN technique
    • Jul.
    • L. Samaniego, A. Bardossy, and K. Schulz, "Supervised classification of remotely sensed imagery using a modified k-NN technique," IEEE Trans. Geosci. remote Sens., Vol. 46, no. 7, pp. 2112-2125, Jul. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.7 , pp. 2112-2125
    • Samaniego, L.1    Bardossy, A.2    Schulz, K.3
  • 5
    • 80052087931 scopus 로고    scopus 로고
    • Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields
    • Mar.
    • J. Li, J. Bioucas-Dias, and A. Plaza, "Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields," IEEE Trans. Geosci. remote Sens., Vol. 50, no. 3, pp. 809-823, Mar. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.3 , pp. 809-823
    • Li, J.1    Bioucas-Dias, J.2    Plaza, A.3
  • 7
    • 80053571096 scopus 로고    scopus 로고
    • Hyperspectral image classification using dictionary-based sparse representation
    • Oct.
    • Y. Chen, N. Nasrabadi, and T. Tran, "Hyperspectral image classification using dictionary-based sparse representation," IEEE Trans. Geosci. remote Sens., Vol. 49, no. 10, pp. 3973-3985, Oct. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.10 , pp. 3973-3985
    • Chen, Y.1    Nasrabadi, N.2    Tran, T.3
  • 9
    • 33646365077 scopus 로고    scopus 로고
    • 1-norm solution is also the sparsest solution
    • 1-norm solution is also the sparsest solution," Comm. Pure Appl. Math., Vol. 59, no. 6, pp. 797-829, 2006.
    • (2006) Comm. Pure Appl. Math. , vol.59 , Issue.6 , pp. 797-829
    • Donoho, D.1
  • 10
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Roy. Statist. Soc. B., Vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) J. Roy. Statist. Soc. B. , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 11
    • 77952717202 scopus 로고    scopus 로고
    • Sparse representation for computer vision and pattern recognition
    • Jun.
    • J. Wright, Y. Ma, J. Mairal, G. Sapiro, T. Huang, and S. Yan, "Sparse representation for computer vision and pattern recognition," Proceedings of the IEEE, Vol. 98, no. 6, pp. 1031-1044, Jun. 2010.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 1031-1044
    • Wright, J.1    Ma, Y.2    Mairal, J.3    Sapiro, G.4    Huang, T.5    Yan, S.6
  • 16
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. Chang and C. Lin, "LIBSVM: a library for support vector machines," ACM Trans. on Intelligent Systems and Technology, Vol. 2, no. 3, pp. 27:1-27:27, 2011. [Online]. Available: http://www.csie.ntu.edu.tw/~cjlin/ libsvm.
    • (2011) ACM Trans. on Intelligent Systems and Technology , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.1    Lin, C.2
  • 17
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random reasurements via orthogonal matching pursuit
    • Dec.
    • J. Tropp and A. Gilbert, "Signal recovery from random reasurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, Vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
    • (2007) IEEE Trans. Inf. Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.1    Gilbert, A.2
  • 18
    • 65749110333 scopus 로고    scopus 로고
    • Subspace pursuit for compressive sensing signal reconstruction
    • May
    • W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction.," IEEE Trans. Inf. Theory, Vol. 55, no. 5, pp. 2230-2249, May 2009.
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.5 , pp. 2230-2249
    • Dai, W.1    Milenkovic, O.2
  • 19
    • 84873174886 scopus 로고    scopus 로고
    • Hyperspectral Remote Sensing Scenes
    • Hyperspectral Remote Sensing Images. [Online]. Available: http://www.ehu.es/ccwintco/index.php/ Hyperspectral Remote Sensing Scenes.
    • Hyperspectral Remote Sensing Images


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.