메뉴 건너뛰기




Volumn 12, Issue 7, 2015, Pages 1387-1391

Feature Extraction Using Weighted Training Samples

Author keywords

Classification; feature extraction; spectral band; weighted training samples

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; SAMPLING; SPECTROSCOPY;

EID: 85027949644     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2015.2402167     Document Type: Article
Times cited : (69)

References (19)
  • 1
    • 84864414932 scopus 로고    scopus 로고
    • Multi- and hyperspectral geologic remote sensing: A review
    • Feb.
    • F. D.van der Meer et al., "Multi- and hyperspectral geologic remote sensing: A review," Int. J. Appl. Earth Observ. Geoinf., vol. 14, no. 1, pp. 112-128, Feb. 2012.
    • (2012) Int. J. Appl. Earth Observ. Geoinf. , vol.14 , Issue.1 , pp. 112-128
    • Van Der Meer, F.D.1
  • 2
    • 84874545698 scopus 로고    scopus 로고
    • Feature mining for hyperspectral image classification
    • Mar.
    • X. Jia, B. C. Kuo, and M. Crawford, "Feature mining for hyperspectral image classification," Proc. IEEE, vol. 101, no. 3, pp. 676-697, Mar. 2013.
    • (2013) Proc. IEEE , vol.101 , Issue.3 , pp. 676-697
    • Jia, X.1    Kuo, B.C.2    Crawford, M.3
  • 3
    • 84906307287 scopus 로고    scopus 로고
    • Hyperspectral band selection by multi-task sparsity pursuit
    • Feb.
    • Y. Yuan, G. Zhu, and Q. Wang, "Hyperspectral band selection by multi-task sparsity pursuit," IEEE Trans. Geosci. Remote Sens., vol. 53, no. 2, pp. 631-644, Feb. 2015.
    • (2015) IEEE Trans. Geosci. Remote Sens. , vol.53 , Issue.2 , pp. 631-644
    • Yuan, Y.1    Zhu, G.2    Wang, Q.3
  • 4
    • 84887799080 scopus 로고    scopus 로고
    • Particle swarm optimization for feature selection in classification: A multi-objective approach
    • Dec.
    • B. Xue, M. Zhang, and W. N. Browne, "Particle swarm optimization for feature selection in classification: A multi-objective approach," IEEE Trans. Cybern., vol. 43, no. 6, pp. 1656-1671, Dec. 2013.
    • (2013) IEEE Trans. Cybern. , vol.43 , Issue.6 , pp. 1656-1671
    • Xue, B.1    Zhang, M.2    Browne, W.N.3
  • 5
    • 84870934678 scopus 로고    scopus 로고
    • Linear feature extraction for hyperspectral images based on information theoretic learning
    • Jun.
    • M. Kamandar and H. Ghassemian, "Linear feature extraction for hyperspectral images based on information theoretic learning," IEEE Geosci. Remote Sens. Lett., vol. 10, no. 4, pp. 702-706, Jun. 2013.
    • (2013) IEEE Geosci. Remote Sens. Lett. , vol.10 , Issue.4 , pp. 702-706
    • Kamandar, M.1    Ghassemian, H.2
  • 7
    • 0024031906 scopus 로고
    • Object-oriented feature extraction method for image data compaction
    • Jun.
    • H. Ghassemian and D. A. Landgrebe, "Object-oriented feature extraction method for image data compaction," IEEE Control Syst. Mag., vol. 8, no. 3, pp. 42-48, Jun. 1988.
    • (1988) IEEE Control Syst. Mag. , vol.8 , Issue.3 , pp. 42-48
    • Ghassemian, H.1    Landgrebe, D.A.2
  • 8
    • 84901835234 scopus 로고    scopus 로고
    • Feature extraction using attraction points for classification of hyperspectral images in a small sample size situation
    • Nov.
    • M. Imani and H. Ghassemian, "Feature extraction using attraction points for classification of hyperspectral images in a small sample size situation,"IEEE Geosci. Remote Sens. Lett., vol. 11, no. 11, pp. 1986-1990, Nov. 2014.
    • (2014) IEEE Geosci. Remote Sens. Lett. , vol.11 , Issue.11 , pp. 1986-1990
    • Imani, M.1    Ghassemian, H.2
  • 9
    • 84905920772 scopus 로고    scopus 로고
    • (Semi-)supervised probabilistic principal component analysis for hyperspectral remote sensing image classification
    • Jun.
    • J. Xia, J. Chanussot, P. Du, and X. He, "(Semi-)supervised probabilistic principal component analysis for hyperspectral remote sensing image classification," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 7, no. 6, pp. 2224-2236, Jun. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.7 , Issue.6 , pp. 2224-2236
    • Xia, J.1    Chanussot, J.2    Du, P.3    He, X.4
  • 11
    • 0034296402 scopus 로고    scopus 로고
    • Generalized discriminant analysis using a kernel approach
    • Oct.
    • G. Baudat and F. Anouar, "Generalized discriminant analysis using a kernel approach," Neural Comput., vol. 12, no. 10, pp. 2385-2404, Oct. 2000.
    • (2000) Neural Comput. , vol.12 , Issue.10 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 12
    • 2642530204 scopus 로고    scopus 로고
    • Nonparametric weighted feature extraction for classification
    • May
    • B. C. Kuo and D. A. Landgrebe, "Nonparametric weighted feature extraction for classification," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 5, pp. 1096-1105, May 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.5 , pp. 1096-1105
    • Kuo, B.C.1    Landgrebe, D.A.2
  • 13
    • 84885844113 scopus 로고    scopus 로고
    • Median-mean line based discriminant analysis
    • Jan.
    • J. Xu, J. Yang, Z. Gu, and N. Zhang, "Median-mean line based discriminant analysis," Neurocomputing, vol. 123, pp. 233-246, Jan. 2014.
    • (2014) Neurocomputing , vol.123 , pp. 233-246
    • Xu, J.1    Yang, J.2    Gu, Z.3    Zhang, N.4
  • 15
    • 18844367208 scopus 로고    scopus 로고
    • Band selection based on feature weighting for classification of hyperspectral data
    • Apr.
    • R. Huang, and M. He, "Band selection based on feature weighting for classification of hyperspectral data," IEEE Geosci. Remote Sens. Lett., vol. 2, no. 2, pp. 156-159, Apr. 2005.
    • (2005) IEEE Geosci. Remote Sens. Lett. , vol.2 , Issue.2 , pp. 156-159
    • Huang, R.1    He, M.2
  • 16
    • 84942368799 scopus 로고    scopus 로고
    • Feature weighting algorithms for classification of hyperspectral images using a support vector machine
    • May
    • B. Qi, C. Zhao, and G. Yin, "Feature weighting algorithms for classification of hyperspectral images using a support vector machine," Appl. Opt., vol. 53, no. 13, pp. 2839-2846, May 2014.
    • (2014) Appl. Opt. , vol.53 , Issue.13 , pp. 2839-2846
    • Qi, B.1    Zhao, C.2    Yin, G.3
  • 17
    • 0004236492 scopus 로고    scopus 로고
    • Baltimore, MD, USA: The Johns Hopkins Univ. Press
    • rd ed. Baltimore, MD, USA: The Johns Hopkins Univ. Press, 1996.
    • (1996) rd Ed.
    • Golub, G.H.1    Van Loan, C.F.2
  • 19
    • 84973587732 scopus 로고
    • A coefficient of agreement from nominal scales
    • J. Cohen, "A coefficient of agreement from nominal scales," Edu. Psychol. Meas., vol. 20, no. 1, pp. 37-46, 1960.
    • (1960) Edu. Psychol. Meas. , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.