메뉴 건너뛰기




Volumn 5238, Issue , 2004, Pages 213-225

Adaptive Feature Selection for Hyperspectral Data Analysis

Author keywords

Feature selection; Hyperspectral data; Metaheuristics; Statistical classification; Tabu search

Indexed keywords

FEATURE SELECTION; METAHEURISTICS;

EID: 1942471055     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.517487     Document Type: Conference Paper
Times cited : (18)

References (32)
  • 1
    • 0002075544 scopus 로고    scopus 로고
    • Information extraction principles and methods for multispectral and hyperspectral image data
    • ed. Chen, C.H., World Scientific Pub. Co, NJ
    • D. Landgrebe, "Information extraction principles and methods for multispectral and hyperspectral image data," Information Processing for Remote Sensing, ed. Chen, C.H., World Scientific Pub. Co, NJ, 1999.
    • (1999) Information Processing for Remote Sensing
    • Landgrebe, D.1
  • 2
    • 85032751896 scopus 로고    scopus 로고
    • Hyperspectral image data analysis as a high dimensional signal processing problem
    • D. Landgrebe, "Hyperspectral image data analysis as a high dimensional signal processing problem," (Invited), Special Issue of the IEEE Signal Processing Magazine, 19(1): 17-28, 2002.
    • (2002) IEEE Signal Processing Magazine , vol.19 , Issue.1 SPEC. ISSUE , pp. 17-28
    • Landgrebe, D.1
  • 3
    • 0035391738 scopus 로고    scopus 로고
    • Best basis feature extraction algorithms for classification of hyperspectral data
    • S. Kumar, J. Ghosh, and M.M. Crawford, "Best basis feature extraction algorithms for classification of hyperspectral data," IEEE Trans. Geosci. Rem. Sens. 29(7): 1368-79, 2001.
    • (2001) IEEE Trans. Geosci. Rem. Sens. , vol.29 , Issue.7 , pp. 1368-1379
    • Kumar, S.1    Ghosh, J.2    Crawford, M.M.3
  • 5
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • G. F. Hughes, "On the mean accuracy of statistical pattern recognizers," IEEE Trans.Inf. Info. Theory, 14(1): 55-63, 1968.
    • (1968) IEEE Trans.Inf. Info. Theory , vol.14 , Issue.1 , pp. 55-63
    • Hughes, G.F.1
  • 6
    • 0031078007 scopus 로고    scopus 로고
    • Feature selection: Evaluation, application and small sample performance
    • A. Jain and D. Zongker, "Feature selection: evaluation, application and small sample performance," IEEE Trans. Pattern Anal. Machine Intell., 19(2): 153-158, 1997.
    • (1997) IEEE Trans. Pattern Anal. Machine Intell. , vol.19 , Issue.2 , pp. 153-158
    • Jain, A.1    Zongker, D.2
  • 7
    • 85061066913 scopus 로고
    • Selection of relevant features in machine learning
    • New Orleans, LA: AAAI Press
    • P. Langley, "Selection of relevant features in machine learning," in Proc. AAAI Fall Symp. on Relevance, New Orleans, LA: AAAI Press, 127-131, 1994.
    • (1994) Proc. AAAI Fall Symp. on Relevance , pp. 127-131
    • Langley, P.1
  • 14
    • 0033640901 scopus 로고    scopus 로고
    • Comparison of algorithms that select features for pattern classifiers
    • M. Kudo and J. Sklansky, "Comparison of algorithms that select features for pattern classifiers," Pattern Recognition, 33(1): 25-41, 2000.
    • (2000) Pattern Recognition , vol.33 , Issue.1 , pp. 25-41
    • Kudo, M.1    Sklansky, J.2
  • 17
    • 0024895461 scopus 로고
    • A note on genetic algorithms for large-scale feature selection
    • W. Siedlecki and J. Sklansky, "A note on genetic algorithms for large-scale feature selection," Pattern Recognition Letters, 10(5): 335-347, 1989.
    • (1989) Pattern Recognition Letters , vol.10 , Issue.5 , pp. 335-347
    • Siedlecki, W.1    Sklansky, J.2
  • 19
    • 0035294798 scopus 로고    scopus 로고
    • Feature Selection Using Tabu Search Method
    • H. Zhang and G. Sun, "Feature Selection Using Tabu Search Method," Pattern Recognition, 35(3): 701-711, 2002.
    • (2002) Pattern Recognition , vol.35 , Issue.3 , pp. 701-711
    • Zhang, H.1    Sun, G.2
  • 20
    • 0032689609 scopus 로고    scopus 로고
    • Fusion of airborne polarimetric and interferometric SAR data for classification of coastal environments
    • M.M. Crawford, S. Kumar, M.R. Ricard, J.C. Gibeaut, and A.L.Neuenschwander, "Fusion of airborne polarimetric and interferometric SAR data for classification of coastal environments," IEEE Trans. Geosci. Rem. Sens, 37(3): 1306-1315, 1999.
    • (1999) IEEE Trans. Geosci. Rem. Sens , vol.37 , Issue.3 , pp. 1306-1315
    • Crawford, M.M.1    Kumar, S.2    Ricard, M.R.3    Gibeaut, J.C.4    Neuenschwander, A.L.5
  • 22
    • 0035391615 scopus 로고    scopus 로고
    • A new search algorithm for feature selection in hyperspectral remote sensing images
    • B. S. Serpico and L. Bruzzone, "A new search algorithm for feature selection in hyperspectral remote sensing images," IEEE Trans. Geosci. Rem. Sens, 39(7): 1360-1367, 2001.
    • (2001) IEEE Trans. Geosci. Rem. Sens , vol.39 , Issue.7 , pp. 1360-1367
    • Serpico, B.S.1    Bruzzone, L.2
  • 24
    • 84989487658 scopus 로고
    • Heuristics for integer programming using surrogate constraints
    • F. Glover, "Heuristics for integer programming using surrogate constraints," Decision Sciences, 8(1): 156-166, 1977.
    • (1977) Decision Sciences , vol.8 , Issue.1 , pp. 156-166
    • Glover, F.1
  • 25
    • 0029288391 scopus 로고
    • Solving the job shop scheduling problem using tabu search
    • J. W. Barnes and J. B. Chambers, "Solving the job shop scheduling problem using tabu search," IIE Transactions, 27(5), 257-263, 1995.
    • (1995) IIE Transactions , vol.27 , Issue.5 , pp. 257-263
    • Barnes, J.W.1    Chambers, J.B.2
  • 26
    • 0001028088 scopus 로고    scopus 로고
    • Using tabu search to solve the Steiner tree-star problem in telecommunications network design
    • J. Xu, S. Y. Chiu, and F. Glover, "Using tabu search to solve the Steiner tree-star problem in telecommunications network design," Telecommunication Systems, 6, 117-125, 1996.
    • (1996) Telecommunication Systems , vol.6 , pp. 117-125
    • Xu, J.1    Chiu, S.Y.2    Glover, F.3
  • 27
    • 21944449482 scopus 로고    scopus 로고
    • Tabu search for dynamic routing communications network design
    • J. Xu, S. Y. Chiu, and F. Glover, "Tabu search for dynamic routing communications network design," Telecommunication Systems, 8(1): 55-77, 1997.
    • (1997) Telecommunication Systems , vol.8 , Issue.1 , pp. 55-77
    • Xu, J.1    Chiu, S.Y.2    Glover, F.3
  • 28
    • 0000449274 scopus 로고    scopus 로고
    • Local search structure in the symmetric traveling salesperson problem under a general class of rearrangement neighborhoods
    • B. Colletti and J. W. Barnes, "Local search structure in the symmetric traveling salesperson problem under a general class of rearrangement neighborhoods," Applied Mathematical Letters, 14(1): 105-108, 2001.
    • (2001) Applied Mathematical Letters , vol.14 , Issue.1 , pp. 105-108
    • Colletti, B.1    Barnes, J.W.2
  • 29
    • 1942432576 scopus 로고    scopus 로고
    • An extreme point tabu search method for data mining
    • Rensselaer Polytechnic Institute, Troy, NY
    • K. P. Bennett and J. A. Blue, "An extreme point tabu search method for data mining," Rensselaer Polytechnic Institute, Troy, NY, R.P.I. Math Report No. 228, 1996.
    • (1996) R.P.I. Math Report No. 228 , vol.228
    • Bennett, K.P.1    Blue, J.A.2
  • 31
    • 0242714677 scopus 로고    scopus 로고
    • Adaptive feature spaces for land cover classification with limited ground truth
    • F. Roli and J. Kittler, Eds. Germany: Springer-Verlag Lecture Notes in Computer Science (#2364)
    • J. T. Morgan, A. Henneguelle, M. M.Crawford, J. Ghosh, and A. Neuenschwander, "Adaptive feature spaces for land cover classification with limited ground truth," in Proc. Third Intl. Workshop, MCS 2002, F. Roli and J. Kittler, Eds. Germany: Springer-Verlag Lecture Notes in Computer Science (#2364), 189-200, 2002.
    • (2002) Proc. Third Intl. Workshop, MCS 2002 , pp. 189-200
    • Morgan, J.T.1    Henneguelle, A.2    Crawford, M.M.3    Ghosh, J.4    Neuenschwander, A.5
  • 32
    • 1942528752 scopus 로고    scopus 로고
    • Results of the EO-1 experiment - Use of Earth Observing-1 Advanced Land Imager (ALI) data to Assess the Vegetational Response to Flooding in the Okavango Delta, Botswana
    • accepted for publication
    • Neuenschwander, A.L., Crawford, M.M., and Ringrose, S., "Results of the EO-1 experiment - Use of Earth Observing-1 Advanced Land Imager (ALI) data to Assess the Vegetational Response to Flooding in the Okavango Delta, Botswana," Int. J. Remote Sens., accepted for publication.
    • Int. J. Remote Sens.
    • Neuenschwander, A.L.1    Crawford, M.M.2    Ringrose, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.