메뉴 건너뛰기




Volumn 40, Issue 10, 2002, Pages 2313-2330

Automatic classification of land cover on Smith Island, VA, using HyMAP imagery

Author keywords

Barrier islands; Hyperspectral; In situ spectrometry; Invasive plant species; Land cover classification; Neural networks; Principle component analysis; Projection pursuit; Supervised classification; Unsupervised classification

Indexed keywords

ALGORITHMS; GLOBAL POSITIONING SYSTEM; NATURAL RESOURCES; NEURAL NETWORKS; PLANTS (BOTANY); PRINCIPAL COMPONENT ANALYSIS; SPECTROMETERS; SPECTROMETRY; VEGETATION;

EID: 0036821697     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2002.804834     Document Type: Article
Times cited : (68)

References (48)
  • 1
    • 0012564024 scopus 로고    scopus 로고
    • Analytical Imaging and Geophysics LLC (AIG) [Online]
    • Analytical Imaging and Geophysics LLC (AIG) [Online]. Available: http://www.aigllc.com
  • 2
    • 0028197977 scopus 로고
    • Unsupervised BCM projection pursuit algorithms for classification of simulated radar presentations
    • C. M. Bachmann, S. A. Musman, D. Luong, and A. Schultz, "Unsupervised BCM projection pursuit algorithms for classification of simulated radar presentations," Neural Networks, vol. 7, no. 4, pp. 709-728, 1994.
    • (1994) Neural Networks , vol.7 , Issue.4 , pp. 709-728
    • Bachmann, C.M.1    Musman, S.A.2    Luong, D.3    Schultz, A.4
  • 3
    • 0029202762 scopus 로고
    • Dynamically reconfigurable projection pursuit ensembles for cloud detection in AVIRIS imagery
    • Firenze, Italy, July 10-14
    • C. M. Bachmann, E. E. Clothiaux, J. W. Moore, and D. Q. Luong, "Dynamically reconfigurable projection pursuit ensembles for cloud detection in AVIRIS imagery," in Proc. IGARSS, vol. I. Firenze, Italy, July 10-14, 1995, pp. 256-259.
    • (1995) Proc. IGARSS , vol.1 , pp. 256-259
    • Bachmann, C.M.1    Clothiaux, E.E.2    Moore, J.W.3    Luong, D.Q.4
  • 5
    • 0029712573 scopus 로고    scopus 로고
    • Wavelet projection pursuit for feature extraction and cloud detection in AVISRIS and AVHRR imagery
    • Lincoln, NE
    • C. M. Bachmann, E. E. Clothiaux, and D. Q. Luong, "Wavelet projection pursuit for feature extraction and cloud detection in AVISRIS and AVHRR imagery," in Proc. IGARSS, vol. I, Lincoln, NE, 1996, pp. 356-359.
    • (1996) Proc. IGARSS , vol.1 , pp. 356-359
    • Bachmann, C.M.1    Clothiaux, E.E.2    Luong, D.Q.3
  • 7
    • 0033310158 scopus 로고    scopus 로고
    • Mixtures of projection pursuit models: An automated approach to land-cover classification in landsat thematic mapper imagery
    • C. M. Bachmann and T. F. Donato, "Mixtures of projection pursuit models: An automated approach to land-cover classification in landsat Thematic Mapper imagery," in Proc. IGARSS, Hamburg, Germany, 1999, pp. 339-341.
    • Proc. IGARSS, Hamburg, Germany, 1999 , pp. 339-341
    • Bachmann, C.M.1    Donato, T.F.2
  • 8
    • 0033821083 scopus 로고    scopus 로고
    • An information theoretic comparison of projection pursuit and principal component features for classification of landsat imagery of central Colorado
    • ____, "An information theoretic comparison of projection pursuit and principal component features for classification of landsat imagery of central Colorado," Int. J. Remote Sens., vol. 21, pp. 2927-2935, 2000.
    • (2000) Int. J. Remote Sens. , vol.21 , pp. 2927-2935
    • Bachmann, C.M.1    Donato, T.F.2
  • 11
    • 0012505196 scopus 로고    scopus 로고
    • A methodology for automated land-cover classification in multi-sensor imagery of coastal environments
    • submitted for publication
    • C. M. Bachmann, T. F. Donato, R. A. Fusina, and O. Weatherbee, "A methodology for automated land-cover classification in multi-sensor imagery of coastal environments," IEEE Trans. Geosci. Remote Sensing, submitted for publication.
    • IEEE Trans. Geosci. Remote Sensing
    • Bachmann, C.M.1    Donato, T.F.2    Fusina, R.A.3    Weatherbee, O.4
  • 12
    • 0035572218 scopus 로고    scopus 로고
    • Effects of time series imagery on automated classification of wetland environments using projection pursuit methods
    • C. M. Bachmann, R. A. Fusina, and T. F. Donato, "Effects of time series imagery on automated classification of wetland environments using projection pursuit methods," in Proc. IGARSS, Sydney, Australia, 2001.
    • Proc. IGARSS, Sydney, Australia, 2001
    • Bachmann, C.M.1    Fusina, R.A.2    Donato, T.F.3
  • 14
    • 0034651854 scopus 로고    scopus 로고
    • A technique for feature selection in multiclass problems
    • L. Bruzzone and S. B. Serpico, "A technique for feature selection in multiclass problems," Int. J. Remote Sens., vol. 21, pp. 549-563, 2000.
    • (2000) Int. J. Remote Sens. , vol.21 , pp. 549-563
    • Bruzzone, L.1    Serpico, S.B.2
  • 17
    • 0012505370 scopus 로고    scopus 로고
    • ESSI [Online]
    • ESSI [Online], Available: http://www.earthsearch.com
  • 18
    • 0012504356 scopus 로고    scopus 로고
    • The natural communities of Virginia: Classification of ecological community groups. First approximation
    • Div. Natural Heritage, Dept. of Conservation and Recreation of the State of Virginia, Tech. Rep. 01-1
    • G. P. Fleming, P. P. Coulling, D. P. Walton, K. M. McCoy, and M. R. Parrish, "The natural communities of Virginia: Classification of ecological community groups. First approximation," Div. Natural Heritage, Dept. of Conservation and Recreation of the State of Virginia, Tech. Rep. 01-1, 2001.
    • (2001)
    • Fleming, G.P.1    Coulling, P.P.2    Walton, D.P.3    McCoy, K.M.4    Parrish, M.R.5
  • 19
    • 0025573202 scopus 로고
    • Pattern classification using projection pursuit
    • T. E. Flick, L. K. Jones, R. G. Priest, and C. Herman, "Pattern classification using projection pursuit," Pattern Recognit., vol. 23, no. 12, pp. 1367-1376, 1990.
    • (1990) Pattern Recognit. , vol.23 , Issue.12 , pp. 1367-1376
    • Flick, T.E.1    Jones, L.K.2    Priest, R.G.3    Herman, C.4
  • 20
    • 0016102310 scopus 로고
    • A projection pursuit algorithm for exploratory data analysis
    • J. H. Friedman and J. W. Turkey, "A projection pursuit algorithm for exploratory data analysis," IEEE Trans. Comput., vol. C-23, pp. 881-890, 1974.
    • (1974) IEEE Trans. Comput. , vol.C-23 , pp. 881-890
    • Friedman, J.H.1    Turkey, J.W.2
  • 22
    • 0035390945 scopus 로고    scopus 로고
    • Detection of interannual vegetation responses to climactic variability using AVIRIS data in a coastal savanna in California
    • July
    • M. Garcia and S. L. Ustin, "Detection of interannual vegetation responses to climactic variability using AVIRIS data in a coastal savanna in California," IEEE Trans. Geosci. Remote Sensing, vol. 39, July 2001.
    • (2001) IEEE Trans. Geosci. Remote Sensing , vol.39
    • Garcia, M.1    Ustin, S.L.2
  • 23
    • 0022924684 scopus 로고
    • Forestry information content of thematic mapper data
    • D. N. H. Horler and F. J. Ahern, "Forestry information content of Thematic Mapper data," Int. J. Remote Sens., vol. 7, pp. 405-428, 1986.
    • (1986) Int. J. Remote Sens. , vol.7 , pp. 405-428
    • Horler, D.N.H.1    Ahern, F.J.2
  • 24
    • 0000263797 scopus 로고    scopus 로고
    • Projection pursuit
    • P. J. Huber, "Projection pursuit," Ann. Stat., vol. 13, pp. 435-475.
    • Ann. Stat. , vol.13 , pp. 435-475
    • Huber, P.J.1
  • 25
    • 0034314457 scopus 로고    scopus 로고
    • Multispectral and hyperspectral image analysis with projection pursuit
    • Nov.
    • A. Ifarraguerri and C. I. Chang, "Multispectral and hyperspectral image analysis with projection pursuit," IEEE Trans. Geosci. Remote Sensing, vol. 38, pp. 2529-2538, Nov. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sensing , vol.38 , pp. 2529-2538
    • Ifarraguerri, A.1    Chang, C.I.2
  • 26
    • 0026436313 scopus 로고
    • Objective function formulation of the BCM theory of visual cortical plasticity: Statistical connections, stability conditions
    • N. Intrator and L. N. Cooper, "Objective function formulation of the BCM theory of visual cortical plasticity: Statistical connections, stability conditions," Neural Networks, vol. 5, pp. 3-17, 1992.
    • (1992) Neural Networks , vol.5 , pp. 3-17
    • Intrator, N.1    Cooper, L.N.2
  • 29
    • 4243426148 scopus 로고    scopus 로고
    • High dimensional feature reduction via projection pursuit
    • School of Elect. Comput. Eng., Purdue Univ., West Lafayette, IN, Tech. Rep. TR-ECE 96-5
    • L. O. Jimenez and D. Landgrebe, "High dimensional feature reduction via projection pursuit," School of Elect. Comput. Eng., Purdue Univ., West Lafayette, IN, Tech. Rep. TR-ECE 96-5, 1996.
    • (1996)
    • Jimenez, L.O.1    Landgrebe, D.2
  • 30
    • 0033224771 scopus 로고    scopus 로고
    • Hyperspectral data analysis and supervised feature reduction via projection pursuit
    • Nov.
    • L. O. Jimenez and D. A. Landgrebe, "Hyperspectral data analysis and supervised feature reduction via projection pursuit," IEEE Trans. Geosci. Remote Sensing, vol. 37, pp. 2653-2667, Nov. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 2653-2667
    • Jimenez, L.O.1    Landgrebe, D.A.2
  • 32
    • 0012504727 scopus 로고    scopus 로고
    • Web Site for the University of Virginia's Long Term Ecological Research Program [Online]
    • Web Site for the University of Virginia's Long Term Ecological Research Program [Online]. Available: http://www.vcrlter.virginia.edu
  • 34
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Dec.
    • S. G. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Trans. Signal Processing, vol. 41, pp. 3397-3415, Dec. 1993.
    • (1993) IEEE Trans. Signal Processing , vol.41 , pp. 3397-3415
    • Mallat, S.G.1    Zhang, Z.2
  • 35
    • 0000339740 scopus 로고
    • Plant associations on the Virginia barrier islands
    • C. A. McCaffrey and R. D. Dueser, "Plant associations on the Virginia barrier islands," Virginia J. Sci., vol. 41, pp. 282-299, 1990.
    • (1990) Virginia J. Sci. , vol.41 , pp. 282-299
    • McCaffrey, C.A.1    Dueser, R.D.2
  • 36
    • 0033005339 scopus 로고    scopus 로고
    • Remotely sensed estimates of vegetation structural characteristics in restored wetlands
    • S. R. Phinn, D. A. Stow, and D. Van Mouwerik, "Remotely sensed estimates of vegetation structural characteristics in restored wetlands," Photogramm. Eng. Remote Sens., vol. 65, pp. 485-493, 1999.
    • (1999) Photogramm. Eng. Remote Sens. , vol.65 , pp. 485-493
    • Phinn, S.R.1    Stow, D.A.2    Van Mouwerik, D.3
  • 37
    • 0034255322 scopus 로고    scopus 로고
    • Optimising remotely sensed solutions for monitoring, modeling and managing coastal environments
    • S. R. Phinn, C. Menges, G. J. E. Hill, and M. Stanford, "Optimising remotely sensed solutions for monitoring, modeling and managing coastal environments," Remote Sens. Environ., vol. 73, pp. 117-132, 2000.
    • (2000) Remote Sens. Environ. , vol.73 , pp. 117-132
    • Phinn, S.R.1    Menges, C.2    Hill, G.J.E.3    Stanford, M.4
  • 40
    • 0001595997 scopus 로고
    • Neural network classifiers estimate Bayesian a posteriori probabilities
    • M. D. Richard and R. P. Lippman, "Neural network classifiers estimate Bayesian a posteriori probabilities," Neural Comput., vol. 3, pp. 461-483, 1991.
    • (1991) Neural Comput. , vol.3 , pp. 461-483
    • Richard, M.D.1    Lippman, R.P.2
  • 44
    • 0031410658 scopus 로고    scopus 로고
    • The application of selective principal components analysis (SPCA) to a Thematic Mapper (TM) image for the recognition of geomorphologic features configuration
    • P. A. Siljestrom, A. Moreno, K. Vikgren, and L. M. Caceres, "The application of selective principal components analysis (SPCA) to a Thematic Mapper (TM) image for the recognition of geomorphologic features configuration," Int. J. Remote Sens., vol. 18, pp. 3843-3852.
    • Int. J. Remote Sens. , vol.18 , pp. 3843-3852
    • Siljestrom, P.A.1    Moreno, A.2    Vikgren, K.3    Caceres, L.M.4
  • 46
    • 0035510013 scopus 로고    scopus 로고
    • Projection pursuit classification of multi-band polarimetric SAR land image scenes
    • D. Trizna et al., "Projection pursuit classification of multi-band polarimetric SAR land image scenes," IEEE Trans. Geosci. Remote Sensing, vol. 39, no. 11, pp. 2380-2386.
    • IEEE Trans. Geosci. Remote Sensing , vol.39 , Issue.11 , pp. 2380-2386
    • Trizna, D.1
  • 48
    • 0030613613 scopus 로고    scopus 로고
    • Monitoring pacific coast saltmarshes using remote sensing
    • M. Zhang, S. L. Ustin, E. Rejmankova, and E. W. Sanderson, "Monitoring pacific coast saltmarshes using remote sensing," Ecol. Appl., vol. 7, pp. 1039-1053, 1997.
    • (1997) Ecol. Appl. , vol.7 , pp. 1039-1053
    • Zhang, M.1    Ustin, S.L.2    Rejmankova, E.3    Sanderson, E.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.