메뉴 건너뛰기




Volumn 60, Issue 2, 2006, Pages 91-99

Consideration of smoothing techniques for hyperspectral remote sensing

Author keywords

Aggregation; Convolution; Hyperspectral; Moving average; Optimization; Savitzky Golay; Spectral smoothing filters

Indexed keywords

AGGLOMERATION; CONVOLUTION; MATHEMATICAL MODELS; OPTICAL FILTERS; OPTIMIZATION; SPECTRUM ANALYZERS; STATISTICAL METHODS;

EID: 33645389474     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2005.11.002     Document Type: Article
Times cited : (95)

References (44)
  • 3
    • 0037139270 scopus 로고    scopus 로고
    • Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - A case study over soils in Israel
    • E. Ben-Dor, K. Patkin, A. Banin, and A. Karnieli Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - a case study over soils in Israel International Journal of Remote Sensing 23 6 2002 1043 1062
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.6 , pp. 1043-1062
    • Ben-Dor, E.1    Patkin, K.2    Banin, A.3    Karnieli, A.4
  • 4
    • 0035391661 scopus 로고    scopus 로고
    • Wavelets for computationally efficient hyperspectral derivative analysis
    • L.M. Bruce, and J. Li Wavelets for computationally efficient hyperspectral derivative analysis IEEE Transactions on Geoscience and Remote Sensing 39 7 2001 1540 1546
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.7 , pp. 1540-1546
    • Bruce, L.M.1    Li, J.2
  • 6
    • 0034937063 scopus 로고    scopus 로고
    • One-year observation of urban mixed layer characteristics at Tsukuba, Japan using a micro pulse lidar
    • W. Chen, H. Kuze, A. Uchiyama, Y. Suzuki, and N. Takeuchi One-year observation of urban mixed layer characteristics at Tsukuba, Japan using a micro pulse lidar Atmospheric Environment 35 25 2001 4273 4280
    • (2001) Atmospheric Environment , vol.35 , Issue.25 , pp. 4273-4280
    • Chen, W.1    Kuze, H.2    Uchiyama, A.3    Suzuki, Y.4    Takeuchi, N.5
  • 7
    • 3342943178 scopus 로고    scopus 로고
    • Do multiple outcome measures require p-value adjustment?
    • R.J. Feise Do multiple outcome measures require p-value adjustment? BMC Medical Research Methodology 2 1 2002 8
    • (2002) BMC Medical Research Methodology , vol.2 , Issue.1 , pp. 8
    • Feise, R.J.1
  • 10
    • 0035923252 scopus 로고    scopus 로고
    • Conifer species recognition: Effects of data transformation
    • P. Gong, R. Pu, and B. Yu Conifer species recognition: effects of data transformation International Journal of Remote Sensing 22 17 2001 3471 3481
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.17 , pp. 3471-3481
    • Gong, P.1    Pu, R.2    Yu, B.3
  • 11
    • 0037447859 scopus 로고    scopus 로고
    • Capabilities of remote sensors to classify coral, algae, and sand as pure and mixed spectra
    • E.J. Hochberg, and M.J. Atkinson Capabilities of remote sensors to classify coral, algae, and sand as pure and mixed spectra Remote Sensing of Environment 85 2 2003 174 189
    • (2003) Remote Sensing of Environment , vol.85 , Issue.2 , pp. 174-189
    • Hochberg, E.J.1    Atkinson, M.J.2
  • 13
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • G.F. Hughes On the mean accuracy of statistical pattern recognizers IEEE Transactions on Information Theory 14 1 1968 55 63
    • (1968) IEEE Transactions on Information Theory , vol.14 , Issue.1 , pp. 55-63
    • Hughes, G.F.1
  • 14
    • 1842855447 scopus 로고    scopus 로고
    • Detecting drought status and LAI of two Quercus species canopies using derivative spectra
    • J. Imanishi, K. Sugimoto, and Y. Morimoto Detecting drought status and LAI of two Quercus species canopies using derivative spectra Computers and Electronics in Agriculture 43 2 2004 109 129
    • (2004) Computers and Electronics in Agriculture , vol.43 , Issue.2 , pp. 109-129
    • Imanishi, J.1    Sugimoto, K.2    Morimoto, Y.3
  • 15
    • 0036324671 scopus 로고    scopus 로고
    • The role of feature selection in artificial neural network applications
    • T. Kavzoglu, and P.M. Mather The role of feature selection in artificial neural network applications International Journal of Remote Sensing 23 15 2002 2919 2937
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.15 , pp. 2919-2937
    • Kavzoglu, T.1    Mather, P.M.2
  • 16
    • 0021122370 scopus 로고
    • Adaptive smoothing of spectroscopic data by linear mean-square estimation
    • S. Kawata, and S. Minami Adaptive smoothing of spectroscopic data by linear mean-square estimation Applied Spectroscopy 38 1 1984 49 58
    • (1984) Applied Spectroscopy , vol.38 , Issue.1 , pp. 49-58
    • Kawata, S.1    Minami, S.2
  • 18
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • G. Le Maire, C. François, and E. Dufrêne Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements Remote Sensing of Environment 89 1 2004 1 28
    • (2004) Remote Sensing of Environment , vol.89 , Issue.1 , pp. 1-28
    • Le Maire, G.1    François, C.2    Dufrêne, E.3
  • 20
    • 33947093072 scopus 로고
    • Comments on the Savitzky-Golay convolution method for least-squares fit smoothing and differentiation of digital data
    • H.M. Madden Comments on the Savitzky-Golay convolution method for least-squares fit smoothing and differentiation of digital data Analytical Chemistry 50 9 1978 1383
    • (1978) Analytical Chemistry , vol.50 , Issue.9 , pp. 1383
    • Madden, H.M.1
  • 21
    • 4143117935 scopus 로고    scopus 로고
    • Inversion of a radiative transfer model with hyperspectral observations for LAI mapping in poplar plantations
    • M. Meroni, R. Colombo, and C. Panigada Inversion of a radiative transfer model with hyperspectral observations for LAI mapping in poplar plantations Remote Sensing of Environment 92 2 2004 195 206
    • (2004) Remote Sensing of Environment , vol.92 , Issue.2 , pp. 195-206
    • Meroni, M.1    Colombo, R.2    Panigada, C.3
  • 23
    • 0032542897 scopus 로고    scopus 로고
    • What's wrong with Bonferroni adjustments?
    • T.V. Perneger What's wrong with Bonferroni adjustments? British Medical Journal 316 7139 1998 1236 1238
    • (1998) British Medical Journal , vol.316 , Issue.7139 , pp. 1236-1238
    • Perneger, T.V.1
  • 24
  • 26
    • 0025031812 scopus 로고
    • No adjustments are needed for multiple comparisons
    • K.J. Rothman No adjustments are needed for multiple comparisons Epidemiology 1 1 1990 43 46
    • (1990) Epidemiology , vol.1 , Issue.1 , pp. 43-46
    • Rothman, K.J.1
  • 27
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • A. Savitzky, and M.J.E. Golay Smoothing and differentiation of data by simplified least squares procedures Analytical Chemistry 36 8 1964 1627 1639
    • (1964) Analytical Chemistry , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 28
    • 0037466369 scopus 로고    scopus 로고
    • Spectral discrimination of vegetation types in a coastal wetland
    • K.S. Schmidt, and A.K. Skidmore Spectral discrimination of vegetation types in a coastal wetland Remote Sensing of Environment 85 1 2003 92 108
    • (2003) Remote Sensing of Environment , vol.85 , Issue.1 , pp. 92-108
    • Schmidt, K.S.1    Skidmore, A.K.2
  • 31
    • 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 1989 335 347
    • (1989) Pattern Recognition Letters , vol.10 , Issue.5 , pp. 335-347
    • Siedlecki, W.1    Sklansky, J.2
  • 32
    • 4143063697 scopus 로고    scopus 로고
    • Use of hyperspectral derivative ratios in the red-edge region to identify plant stress responses to gas leaks
    • K.L. Smith, M.D. Steven, and J.J. Colls Use of hyperspectral derivative ratios in the red-edge region to identify plant stress responses to gas leaks Remote Sensing of Environment 92 2 2004 207 217
    • (2004) Remote Sensing of Environment , vol.92 , Issue.2 , pp. 207-217
    • Smith, K.L.1    Steven, M.D.2    Colls, J.J.3
  • 33
    • 0345591924 scopus 로고
    • Comments on smoothing and differentiation of data by simplified least square procedure
    • J. Steinier, Y. Termonia, and J. Deltour Comments on smoothing and differentiation of data by simplified least square procedure Analytical Chemistry 44 11 1972 1906
    • (1972) Analytical Chemistry , vol.44 , Issue.11 , pp. 1906
    • Steinier, J.1    Termonia, Y.2    Deltour, J.3
  • 34
    • 2942724627 scopus 로고    scopus 로고
    • Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications
    • P.S. Thenkabail, E.A. Enclona, M.S. Ashton, and B. van Der Meer Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications Remote Sensing of Environment 91 3-4 2004 354 376
    • (2004) Remote Sensing of Environment , vol.91 , Issue.3-4 , pp. 354-376
    • Thenkabail, P.S.1    Enclona, E.A.2    Ashton, M.S.3    Van Der Meer, B.4
  • 35
    • 0032183198 scopus 로고    scopus 로고
    • Derivative analysis of hyperspectral data
    • F. Tsai, and W. Philpot Derivative analysis of hyperspectral data Remote Sensing of Environment 66 1 1998 41 51
    • (1998) Remote Sensing of Environment , vol.66 , Issue.1 , pp. 41-51
    • Tsai, F.1    Philpot, W.2
  • 36
    • 0036477182 scopus 로고    scopus 로고
    • A derivative-aided hyperspectral image analysis system for land-cover classification
    • F. Tsai, and W. Philpot A derivative-aided hyperspectral image analysis system for land-cover classification IEEE Transactions on Geoscience and Remote Sensing 40 2 2002 416 425
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.2 , pp. 416-425
    • Tsai, F.1    Philpot, W.2
  • 37
    • 67949116286 scopus 로고    scopus 로고
    • Innovative genetic algorithm for hyperspectral image classification. Abstract
    • C. Vaiphasa Innovative genetic algorithm for hyperspectral image classification. Abstract Proceedings of the International Conference MAP ASIA 2003 http://www.gisdevelopment.net/technology/ip/ma03071abs.htm. accessed 20 November 2005
    • (2003) Proceedings of the International Conference MAP ASIA
    • Vaiphasa, C.1
  • 38
    • 0037466409 scopus 로고    scopus 로고
    • SEBASS hyperspectral thermal infrared data: Surface emissivity measurement and mineral mapping
    • R.G. Vaughan, W.M. Calvin, and J.V. Taranik SEBASS hyperspectral thermal infrared data: surface emissivity measurement and mineral mapping Remote Sensing of Environment 85 1 2003 48 63
    • (2003) Remote Sensing of Environment , vol.85 , Issue.1 , pp. 48-63
    • Vaughan, R.G.1    Calvin, W.M.2    Taranik, J.V.3
  • 39
    • 1242321266 scopus 로고    scopus 로고
    • Predicting water content using Gaussian model on soil spectra
    • M.L. Whiting, L. Li, and S.L. Ustin Predicting water content using Gaussian model on soil spectra Remote Sensing of Environment 89 4 2004 535 552
    • (2004) Remote Sensing of Environment , vol.89 , Issue.4 , pp. 535-552
    • Whiting, M.L.1    Li, L.2    Ustin, S.L.3
  • 40
    • 19344377974 scopus 로고    scopus 로고
    • Possibilities of reflectance spectroscopy for the assessment of contaminant elements in suburban soils
    • Y. Wu, J. Chen, X. Wu, Q. Tian, J. Ji, and Z. Qin Possibilities of reflectance spectroscopy for the assessment of contaminant elements in suburban soils Applied Geochemistry 20 6 2005 1051 1059
    • (2005) Applied Geochemistry , vol.20 , Issue.6 , pp. 1051-1059
    • Wu, Y.1    Chen, J.2    Wu, X.3    Tian, Q.4    Ji, J.5    Qin, Z.6
  • 41
    • 0041764310 scopus 로고    scopus 로고
    • Hyperspectral identification of grassland vegetation in Xilinhot, Inner Mongolia, China
    • H. Yamano, J. Chen, and M. Tamura Hyperspectral identification of grassland vegetation in Xilinhot, Inner Mongolia, China International Journal of Remote Sensing 24 15 2003 3171 3178
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.15 , pp. 3171-3178
    • Yamano, H.1    Chen, J.2    Tamura, M.3
  • 42
    • 0036132565 scopus 로고    scopus 로고
    • Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery
    • S. Yu, S. De Backer, and P. Scheunders Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery Pattern Recognition Letters 23 1-3 2002 183 190
    • (2002) Pattern Recognition Letters , vol.23 , Issue.1-3 , pp. 183-190
    • Yu, S.1    De Backer, S.2    Scheunders, P.3
  • 43
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • P.J. Zarco-Tejada, J.R Miller, T.L. Noland, G.H. Mohammed, and P.H. Sampson Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data IEEE Transactions on Geoscience and Remote Sensing 39 7 2001 1491 1507
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.7 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.