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Volumn 52, Issue 12, 2014, Pages 7658-7673

Radiometric correction and normalization of airborne LiDAR intensity data for improving land-cover classification

Author keywords

Airborne LiDAR; Gaussian mixture model (GMM); incidence angle; intensity; land cover classification; land cover homogeneity; radiometric correction; radiometric normalization; subhistogram matching

Indexed keywords

GAIN CONTROL; RADIOMETRY; SENSORS;

EID: 84903318866     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2014.2316195     Document Type: Article
Times cited : (73)

References (57)
  • 1
    • 13444302489 scopus 로고    scopus 로고
    • Urban DEM generation from raw lidar data: A labeling algorithm and its performance
    • J. Shan and A. Sampath, "Urban DEM generation from raw LIDAR data: A labeling algorithm and its performance, " Photogramm. Eng. Remote Sens., vol. 71, no. 2, pp. 217-226, Feb. 2005. (Pubitemid 40199575)
    • (2005) Photogrammetric Engineering and Remote Sensing , vol.71 , Issue.2 , pp. 217-226
    • Shan, J.1    Sampath, A.2
  • 2
    • 33646767135 scopus 로고    scopus 로고
    • Deriving ground surface digital elevation models from LiDAR data with geostatistics
    • C. D. Lloyd and P. M. Atkinson, "Deriving ground surface digital elevation models from LiDAR data with geostatistics, " Int. J. Geogr. Inf. Sci., vol. 20, no. 5, pp. 535-563, 2006.
    • (2006) Int. J. Geogr. Inf. Sci. , vol.20 , Issue.5 , pp. 535-563
    • Lloyd, C.D.1    Atkinson, P.M.2
  • 4
    • 84860389424 scopus 로고    scopus 로고
    • Automatic detection of buildings and changes in buildings for updating of maps
    • Apr.
    • L. Matikainen, J. Hyyppä, E. Ahokas, L. Markelin, and H. Kaartinen, "Automatic detection of buildings and changes in buildings for updating of maps, " Remote Sens., vol. 2, no. 5, pp. 1217-1248, Apr. 2010.
    • (2010) Remote Sens. , vol.2 , Issue.5 , pp. 1217-1248
    • Matikainen, L.1    Hyyppä, J.2    Ahokas, E.3    Markelin, L.4    Kaartinen, H.5
  • 5
    • 33748316692 scopus 로고    scopus 로고
    • Automatic construction of building footprints from airborne LIDAR data
    • DOI 10.1109/TGRS.2006.874137, 1677762
    • K. Zhang, J. Yan, and S. C. Chen, "Automatic construction of building footprints from airborne LIDAR data, " IEEE Trans. Geosci. Remote Sens., vol. 44, no. 9, pp. 2523-2533, Sep. 2006. (Pubitemid 44321547)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.9 , pp. 2523-2533
    • Zhang, K.1    Yan, J.2    Chen, S.-C.3
  • 6
    • 67349089538 scopus 로고    scopus 로고
    • Multi-scale solution for building extraction from LiDAR and image data
    • Aug.
    • T. T. Vu, F. Yamazaki, and M. Matsuoka, "Multi-scale solution for building extraction from LiDAR and image data, " Int. J. Appl. Earth Observ. Geoinf., vol. 11, no. 4, pp. 281-289, Aug. 2009.
    • (2009) Int. J. Appl. Earth Observ. Geoinf. , vol.11 , Issue.4 , pp. 281-289
    • Vu, T.T.1    Yamazaki, F.2    Matsuoka, M.3
  • 8
    • 56949106961 scopus 로고    scopus 로고
    • LiDAR remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers
    • Jan.
    • K. Zhao, S. Popescu, and R. Nelson, "LiDAR remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers, " Remote Sens. Environ., vol. 113, no. 1, pp. 182-196, Jan. 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.1 , pp. 182-196
    • Zhao, K.1    Popescu, S.2    Nelson, R.3
  • 9
    • 83755163621 scopus 로고    scopus 로고
    • Toward automated power line corridor monitoring using advanced aircraft control and multisource feature fusion
    • Z. Li, T. S. Bruggemann, J. J. Ford, L. Mejias, and Y. Liu, "Toward automated power line corridor monitoring using advanced aircraft control and multisource feature fusion, " J. Field Robot., vol. 29, no. 1, pp. 4-24, 2012.
    • (2012) J. Field Robot. , vol.29 , Issue.1 , pp. 4-24
    • Li, Z.1    Bruggemann, T.S.2    Ford, J.J.3    Mejias, L.4    Liu, Y.5
  • 10
    • 84882978342 scopus 로고    scopus 로고
    • 3D city modelling from LiDAR data
    • P. van Oosterom, S. Zlatanova, F. Penninga, and E. Fendel, Eds. Berlin, Germany: Springer-Verlag
    • R. O. C. Tse, C. Gold, and D. Kidner, "3D city modelling from LiDAR data, " in Advances in 3D Geoinformation Systems, P. van Oosterom, S. Zlatanova, F. Penninga, and E. Fendel, Eds. Berlin, Germany: Springer-Verlag, 2008, pp. 161-175.
    • (2008) Advances in 3D Geoinformation Systems , pp. 161-175
    • Tse, R.O.C.1    Gold, C.2    Kidner, D.3
  • 11
    • 70349635105 scopus 로고    scopus 로고
    • Building reconstruction by target based graph matching on incomplete laser data: Analysis and limitations
    • Jul.
    • S. O. Elberink and G. Vosselman, "Building reconstruction by target based graph matching on incomplete laser data: Analysis and limitations, " Sensors, vol. 9, no. 8, pp. 6101-6118, Jul. 2009.
    • (2009) Sensors , vol.9 , Issue.8 , pp. 6101-6118
    • Elberink, S.O.1    Vosselman, G.2
  • 12
    • 79957859717 scopus 로고    scopus 로고
    • Building roof modeling from airborne laser scanning data based on level set approach
    • Jul.
    • K. Kim and J. Shan, "Building roof modeling from airborne laser scanning data based on level set approach, " ISPRS J. Photogramm. Remote Sens., vol. 66, no. 4, pp. 484-497, Jul. 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.4 , pp. 484-497
    • Kim, K.1    Shan, J.2
  • 13
    • 33845381872 scopus 로고    scopus 로고
    • Examining the influence of changing laser pulse repetition frequencies on conifer forest canopy returns
    • L. Chasmer, C. Hopkinson, B. Smith, and P. Treitz, "Examining the influence of changing laser pulse repetition frequencies on conifer forest canopy returns, " Photogramm. Eng. Remote Sens., vol. 72, no. 12, pp. 1359-1367, Dec. 2006. (Pubitemid 44893889)
    • (2006) Photogrammetric Engineering and Remote Sensing , vol.72 , Issue.12 , pp. 1359-1367
    • Chasmer, L.1    Hopkinson, C.2    Smith, B.3    Treitz, P.4
  • 14
    • 78149499852 scopus 로고    scopus 로고
    • Radiometric calibration of small-footprint full-waveform airborne laser scanner measurements: Basic physical concepts
    • Nov.
    • W. Wagner, "Radiometric calibration of small-footprint full-waveform airborne laser scanner measurements: Basic physical concepts, " ISPRS J. Photogramm. Remote Sens., vol. 65, no. 6, pp. 505-513, Nov. 2010.
    • (2010) ISPRS J. Photogramm. Remote Sens. , vol.65 , Issue.6 , pp. 505-513
    • Wagner, W.1
  • 15
    • 60749136493 scopus 로고    scopus 로고
    • The ASTER spectral library version 2. 0
    • Apr.
    • A. Baldridge, S. Hook, C. Grove, and G. Rivera, "The ASTER spectral library version 2. 0, " Remote Sens. Environ., vol. 113, no. 4, pp. 711-715, Apr. 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.4 , pp. 711-715
    • Baldridge, A.1    Hook, S.2    Grove, C.3    Rivera, G.4
  • 16
    • 80855147706 scopus 로고    scopus 로고
    • Improving classification accuracy of airborne LiDAR intensity data by geometric calibration and radiometric correction
    • Jan.
    • W. Y. Yan, A. Shaker, A. Habib, and A. P. Kersting, "Improving classification accuracy of airborne LiDAR intensity data by geometric calibration and radiometric correction, " ISPRS J. Photogramm. Remote Sens., vol. 67, pp. 35-44, Jan. 2012.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.67 , pp. 35-44
    • Yan, W.Y.1    Shaker, A.2    Habib, A.3    Kersting, A.P.4
  • 17
    • 33747021143 scopus 로고    scopus 로고
    • Radiometric correction in laser scanning
    • DOI 10.1080/01431160500217277, PII VG0160667645J104
    • F. Coren and P. Sterzai, "Radiometric correction in laser scanning, " Int. J. Remote Sens., vol. 27, no. 15, pp. 3097-3104, Nov. 2006. (Pubitemid 44203572)
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.15 , pp. 3097-3104
    • Coren, F.1    Sterzai, P.2
  • 18
    • 34548398576 scopus 로고    scopus 로고
    • Correction of laser scanning intensity data: Data and model-driven approaches
    • DOI 10.1016/j.isprsjprs.2007.05.008, PII S0924271607000603
    • B. Höfle and N. Pfeifer, "Correction of laser scanning intensity data: Data and model-driven approaches, " ISPRS J. Photogramm. Remote Sens., vol. 62, no. 6, pp. 415-433, Dec. 2007. (Pubitemid 350137721)
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.6 , pp. 415-433
    • Hofle, B.1    Pfeifer, N.2
  • 21
    • 77954623307 scopus 로고    scopus 로고
    • Use of naturally available reference targets to calibrate airborne laser scanning intensity data
    • A. Vain, S. Kaasalainen, U. Pyysalo, A. Krooks, and P. Litkey, "Use of naturally available reference targets to calibrate airborne laser scanning intensity data, " Sensors, vol. 9, no. 4, pp. 2780-2796, 2009.
    • (2009) Sensors , vol.9 , Issue.4 , pp. 2780-2796
    • Vain, A.1    Kaasalainen, S.2    Pyysalo, U.3    Krooks, A.4    Litkey, P.5
  • 22
    • 59849106020 scopus 로고    scopus 로고
    • Radiometric calibration of LiDAR intensity with commercially available reference targets
    • Feb.
    • S. Kaasalainen et al., "Radiometric calibration of LiDAR intensity with commercially available reference targets, " IEEE Trans. Geosci. Remote Sens., vol. 47, no. 2, pp. 588-598, Feb. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.2 , pp. 588-598
    • Kaasalainen, S.1
  • 23
    • 77955268048 scopus 로고    scopus 로고
    • Radiometric calibration of terrestrial laser scanners with external reference targets
    • Jul.
    • S. Kaasalainen, A. Krooks, A. Kukko, and H. Kaartinen, "Radiometric calibration of terrestrial laser scanners with external reference targets, " Remote Sens., vol. 1, no. 3, pp. 144-158, Jul. 2009.
    • (2009) Remote Sens. , vol.1 , Issue.3 , pp. 144-158
    • Kaasalainen, S.1    Krooks, A.2    Kukko, A.3    Kaartinen, H.4
  • 24
    • 77953962719 scopus 로고    scopus 로고
    • Range and AGC normalization in airborne discrete-return LiDAR intensity data for forest canopies
    • Jul.
    • I. Korpela, H. O. Ørka, J. Hyyppä, V. Heikkinen, and T. Tokola, "Range and AGC normalization in airborne discrete-return LiDAR intensity data for forest canopies, " ISPRS J. Photogramm. Remote Sens., vol. 65, no. 4, pp. 369-379, Jul. 2010.
    • (2010) ISPRS J. Photogramm. Remote Sens. , vol.65 , Issue.4 , pp. 369-379
    • Korpela, I.1    Ørka, H.O.2    Hyyppä, J.3    Heikkinen, V.4    Tokola, T.5
  • 25
    • 80053180356 scopus 로고    scopus 로고
    • Geometric calibration and radiometric correction of lidar data and their impact on the quality of derived products
    • Sep.
    • A. F. Habib, A. P. Kersting, A. Shaker, and W. Y. Yan, "Geometric calibration and radiometric correction of lidar data and their impact on the quality of derived products, " Sensors, vol. 11, no. 9, pp. 9069-9097, Sep. 2011.
    • (2011) Sensors , vol.11 , Issue.9 , pp. 9069-9097
    • Habib, A.F.1    Kersting, A.P.2    Shaker, A.3    Yan, W.Y.4
  • 26
    • 47849090647 scopus 로고    scopus 로고
    • Quantifying the size of a lidar footprint: A set of generalized equations
    • Jul.
    • Y. Sheng, "Quantifying the size of a lidar footprint: A set of generalized equations, " IEEE Geosci. Remote Sens. Lett., vol. 5, no. 3, pp. 419-422, Jul. 2008.
    • (2008) IEEE Geosci. Remote Sens. Lett. , vol.5 , Issue.3 , pp. 419-422
    • Sheng, Y.1
  • 27
    • 43749086854 scopus 로고    scopus 로고
    • Effect of incidence angle on laser scanner intensity and surface data
    • DOI 10.1364/AO.47.000986
    • A. Kukko, S. Kaasalainen, and P. Litkey, "Effect of incidence angle on laser scanner intensity and surface data, " Appl. Opt., vol. 47, no. 7, pp. 986-992, Mar. 2008. (Pubitemid 351690588)
    • (2008) Applied Optics , vol.47 , Issue.7 , pp. 986-992
    • Kukko, A.1    Kaasalainen, S.2    Litkey, P.3
  • 28
    • 80052440003 scopus 로고    scopus 로고
    • Investigations on surface reflection models for intensity normalization in airborne laser scanning (ALS) data
    • Sep.
    • B. Jutzi and H. Gross, "Investigations on surface reflection models for intensity normalization in airborne laser scanning (ALS) data, " Photogramm. Eng. Remote Sens., vol. 76, no. 9, pp. 1051-1060, Sep. 2010.
    • (2010) Photogramm. Eng. Remote Sens. , vol.76 , Issue.9 , pp. 1051-1060
    • Jutzi, B.1    Gross, H.2
  • 29
    • 84862977289 scopus 로고    scopus 로고
    • Echo amplitude normalization of full-waveform airborne laser scanning data based on robust incidence angle estimation
    • Jul.
    • F. M. Abed, J. P. Mills, and P. E. Miller, "Echo amplitude normalization of full-waveform airborne laser scanning data based on robust incidence angle estimation, " IEEE Trans. Geosci. Remote Sens., vol. 50, no. 7, pp. 2910-2918, Jul. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.7 , pp. 2910-2918
    • Abed, F.M.1    Mills, J.P.2    Miller, P.E.3
  • 30
    • 84856693563 scopus 로고    scopus 로고
    • Analysis of incidence angle and distance effects on terrestrial laser scanner intensity: Search for correction methods
    • Oct.
    • S. Kaasalainen, A. Jaakkola, M. Kaasalainen, A. Krooks, and A. Kukko, "Analysis of incidence angle and distance effects on terrestrial laser scanner intensity: Search for correction methods, " Remote Sens., vol. 3, no. 10, pp. 2207-2221, Oct. 2011.
    • (2011) Remote Sens. , vol.3 , Issue.10 , pp. 2207-2221
    • Kaasalainen, S.1    Jaakkola, A.2    Kaasalainen, M.3    Krooks, A.4    Kukko, A.5
  • 31
    • 84924287045 scopus 로고    scopus 로고
    • The effects of laser reflection angle on radiometric correction of airborne LiDAR intensity data
    • Sep. W12
    • A. Shaker, W. Y. Yan, and N. El-Ashmawy, "The effects of laser reflection angle on radiometric correction of airborne LiDAR intensity data, " Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci., vol. 38, no. Part5/W12, pp. 213-217, Sep. 2011.
    • (2011) Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci. , vol.38 , Issue.PART5 , pp. 213-217
    • Shaker, A.1    Yan, W.Y.2    El-Ashmawy, N.3
  • 33
    • 84873262647 scopus 로고    scopus 로고
    • The potential of dual-wavelength laser scanning for estimating vegetation moisture content
    • May
    • R. Gaulton, F. Danson, F. Ramirez, and O. Gunawan, "The potential of dual-wavelength laser scanning for estimating vegetation moisture content, " Remote Sens. Environ., vol. 132, pp. 32-39, May 2013.
    • (2013) Remote Sens. Environ. , vol.132 , pp. 32-39
    • Gaulton, R.1    Danson, F.2    Ramirez, F.3    Gunawan, O.4
  • 34
    • 77954620032 scopus 로고    scopus 로고
    • Correcting airborne laser scanning intensity data for automatic gain control effect
    • Jul.
    • A. Vain, X. Yu, S. Kaasalainen, and J. Hyyppa, "Correcting airborne laser scanning intensity data for automatic gain control effect, " IEEE Geosci. Remote Sens. Lett., vol. 7, no. 3, pp. 511-514, Jul. 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett. , vol.7 , Issue.3 , pp. 511-514
    • Vain, A.1    Yu, X.2    Kaasalainen, S.3    Hyyppa, J.4
  • 35
    • 0034248560 scopus 로고    scopus 로고
    • Comparametric equations with practical applications in quantigraphic image processing
    • Aug.
    • S. Mann, "Comparametric equations with practical applications in quantigraphic image processing, " IEEE Trans. Image Process., vol. 9, no. 8, pp. 1389-1406, Aug. 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.8 , pp. 1389-1406
    • Mann, S.1
  • 36
    • 0037983657 scopus 로고    scopus 로고
    • Jointly registering images in domain and range by piecewise linear comparametric analysis
    • Apr.
    • F. M. Candocia, "Jointly registering images in domain and range by piecewise linear comparametric analysis, " IEEE Trans. Image Process., vol. 12, no. 4, pp. 409-419, Apr. 2003.
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.4 , pp. 409-419
    • Candocia, F.M.1
  • 37
    • 78049359614 scopus 로고    scopus 로고
    • Comparison of topographic correction methods
    • Jul.
    • R. Richter, T. Kellenberger, and H. Kaufmann, "Comparison of topographic correction methods, " Remote Sens., vol. 1, no. 3, pp. 184-196, Jul. 2009.
    • (2009) Remote Sens. , vol.1 , Issue.3 , pp. 184-196
    • Richter, R.1    Kellenberger, T.2    Kaufmann, H.3
  • 38
    • 84878597592 scopus 로고    scopus 로고
    • Error budget of terrestrial laser scanning: Influence of the incidence angle on the scan quality
    • Berlin, Germany
    • S. Soudarissanane, J. Van Ree, A. Bucksch, and R. Lindenbergh, "Error budget of terrestrial laser scanning: Influence of the incidence angle on the scan quality, " in Proc. 3D-NordOst, Berlin, Germany, 2007, pp. 1-8.
    • (2007) Proc. 3D-NordOst , pp. 1-8
    • Soudarissanane, S.1    Van Ree, J.2    Bucksch, A.3    Lindenbergh, R.4
  • 39
    • 79957817322 scopus 로고    scopus 로고
    • B-spline deconvolution for differential target cross-section determination in full-waveform laser scanning data
    • Jul.
    • A. Roncat, G. Bergauer, and N. Pfeifer, "B-spline deconvolution for differential target cross-section determination in full-waveform laser scanning data, " ISPRS J. Photogramm. Remote Sens., vol. 66, no. 4, pp. 418-428, Jul. 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.4 , pp. 418-428
    • Roncat, A.1    Bergauer, G.2    Pfeifer, N.3
  • 40
    • 58349118739 scopus 로고    scopus 로고
    • Evaluating error associated with lidarderived DEM interpolation
    • Feb.
    • C. W. Bater and N. C. Coops, "Evaluating error associated with lidarderived DEM interpolation, " Comput. Geosci., vol. 35, no. 2, pp. 289-300, Feb. 2009.
    • (2009) Comput. Geosci. , vol.35 , Issue.2 , pp. 289-300
    • Bater, C.W.1    Coops, N.C.2
  • 41
    • 18844461789 scopus 로고    scopus 로고
    • Assessment of different topographic corrections in landsat-TM data for mapping vegetation types (2003)
    • DOI 10.1109/TGRS.2003.811693
    • D. Riaño, E. Chuvieco, J. Salas, and I. Aguado, "Assessment of different topographic corrections in Landsat-TM data for mapping vegetation types, " IEEE Trans. Geosci. Remote Sens., vol. 41, no. 5, pp. 1056-1061, May 2003. (Pubitemid 351466567)
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.5 PART 1 , pp. 1056-1061
    • Riano, D.1    Chuvieco, E.2    Salas, J.3    Aguado, I.4
  • 42
    • 27744438927 scopus 로고    scopus 로고
    • SCS+C: A modified sun-canopy-sensor topographic correction in forested terrain
    • DOI 10.1109/TGRS.2005.852480
    • S. A. Soenen, D. R. Peddle, and C. A. Coburn, "SCS+C: A modified sun-canopy-sensor topographic correction in forested terrain, " IEEE Trans. Geosci. Remote Sens., vol. 43, no. 9, pp. 2148-2159, Sep. 2005. (Pubitemid 41583824)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.9 , pp. 2148-2159
    • Soenen, S.A.1    Peddle, D.R.2    Coburn, C.A.3
  • 43
    • 84862819026 scopus 로고    scopus 로고
    • Gaussian mixture modeling of histograms for contrast enhancement
    • Jun.
    • Y. R. Lai, K. L. Chung, G. Y. Lin, and C. H. Chen, "Gaussian mixture modeling of histograms for contrast enhancement, " Expert Syst. Appl., vol. 39, no. 8, pp. 6720-6728, Jun. 2012.
    • (2012) Expert Syst. Appl. , vol.39 , Issue.8 , pp. 6720-6728
    • Lai, Y.R.1    Chung, K.L.2    Lin, G.Y.3    Chen, C.H.4
  • 44
    • 80051706665 scopus 로고    scopus 로고
    • Alternative methodologies for LiDAR system calibration
    • Mar.
    • A. Habib, K. I. Bang, A. P. Kersting, and J. Chow, "Alternative methodologies for LiDAR system calibration, " Remote Sens., vol. 2, no. 3, pp. 874-907, Mar. 2010.
    • (2010) Remote Sens. , vol.2 , Issue.3 , pp. 874-907
    • Habib, A.1    Bang, K.I.2    Kersting, A.P.3    Chow, J.4
  • 45
    • 34548566159 scopus 로고    scopus 로고
    • An evaluation of void-filling interpolation methods for SRTM data
    • DOI 10.1080/13658810601169899, PII 780500265
    • H. I. Reuter, A. Nelson, and A. Jarvis, "An evaluation of void-filling interpolation methods for SRTM data, " Int. J. Geogr. Inf. Sci., vol. 21, no. 9, pp. 983-1008, Jan. 2007. (Pubitemid 47386509)
    • (2007) International Journal of Geographical Information Science , vol.21 , Issue.9 , pp. 983-1008
    • Reuter, H.I.1    Nelson, A.2    Jarvis, A.3
  • 46
    • 33749522350 scopus 로고    scopus 로고
    • A review on MR image intensity inhomogeneity correction
    • Z. Hou, "A review on MR image intensity inhomogeneity correction, " Int. J. Biomed. Imaging, vol. 2006, pp. 49515-1-49515-11, 2006.
    • (2006) Int. J. Biomed. Imaging , vol.2006 , pp. 495151-4951511
    • Hou, Z.1
  • 47
    • 33847774807 scopus 로고    scopus 로고
    • A review of methods for correction of intensity inhomogeneity in MRI
    • DOI 10.1109/TMI.2006.891486
    • U. Vovk, F. Pernus, and B. Likar, "A review of methods for correction of intensity inhomogeneity in MRI, " IEEE Trans. Med. Imag., vol. 26, no. 3, pp. 405-421, Mar. 2007. (Pubitemid 46392348)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.3 , pp. 405-421
    • Vovk, U.1    Pernus, F.2    Likar, B.3
  • 49
    • 84855418272 scopus 로고    scopus 로고
    • Urban vegetation detection using radiometrically calibrated small-footprint full-waveform airborne LiDAR data
    • Jan.
    • B. Höfle, M. Hollaus, and J. Hagenauer, "Urban vegetation detection using radiometrically calibrated small-footprint full-waveform airborne LiDAR data, " ISPRS J. Photogramm. Remote Sens., vol. 67, pp. 134-147, Jan. 2012.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.67 , pp. 134-147
    • Höfle, B.1    Hollaus, M.2    Hagenauer, J.3
  • 50
    • 84878705680 scopus 로고    scopus 로고
    • Analysis of full-waveform LiDAR data for classification of an orange orchard scene
    • Aug.
    • K. D. Fieber et al., "Analysis of full-waveform LiDAR data for classification of an orange orchard scene, " ISPRS J. Photogramm. Remote Sens., vol. 82, pp. 63-82, Aug. 2013.
    • (2013) ISPRS J. Photogramm. Remote Sens. , vol.82 , pp. 63-82
    • Fieber, K.D.1
  • 51
    • 77957122915 scopus 로고    scopus 로고
    • Two-channel hyperspectral LiDAR with a supercontinuum laser source
    • Jul.
    • Y. Chen et al., "Two-channel hyperspectral LiDAR with a supercontinuum laser source, " Sensors, vol. 10, no. 7, pp. 7057-7066, Jul. 2010.
    • (2010) Sensors , vol.10 , Issue.7 , pp. 7057-7066
    • Chen, Y.1
  • 52
    • 80052815265 scopus 로고    scopus 로고
    • Demonstration of a virtual active hyperspectral LiDAR in automated point cloud classification
    • Sep.
    • J. Suomalainen, T. Hakala, H. Kaartinen, E. Räikkönen, and S. Kaasalainen, "Demonstration of a virtual active hyperspectral LiDAR in automated point cloud classification, " ISPRS J. Photogramm. Remote Sens., vol. 66, no. 5, pp. 637-641, Sep. 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.5 , pp. 637-641
    • Suomalainen, J.1    Hakala, T.2    Kaartinen, H.3    Räikkönen, E.4    Kaasalainen, S.5
  • 53
    • 84857384941 scopus 로고    scopus 로고
    • Amulti-wavelength canopy LiDAR for vegetation monitoring: System implementation and laboratory-based tests
    • pt. C
    • Z. Bo, G. Wei, S. Shuo, and S. Shalei, "Amulti-wavelength canopy LiDAR for vegetation monitoring: System implementation and laboratory-based tests, " Proc. Environ. Sci., vol. 10, pt. C, pp. 2775-2782, 2011.
    • (2011) Proc. Environ. Sci. , vol.10 , pp. 2775-2782
    • Bo, Z.1    Wei, G.2    Shuo, S.3    Shalei, S.4
  • 54
    • 84857675137 scopus 로고    scopus 로고
    • Multi-wavelength canopy LiDAR for remote sensing of vegetation: Design and system performance
    • Apr.
    • G. Wei et al., "Multi-wavelength canopy LiDAR for remote sensing of vegetation: Design and system performance, " ISPRS J. Photogramm. Remote Sens., vol. 69, pp. 1-9, Apr. 2012.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.69 , pp. 1-9
    • Wei, G.1
  • 55
    • 84857806920 scopus 로고    scopus 로고
    • Recovery of forest canopy parameters by inversion of multispectral LiDAR data
    • Feb.
    • A. Wallace, C. Nichol, and I. Woodhouse, "Recovery of forest canopy parameters by inversion of multispectral LiDAR data, " Remote Sens., vol. 4, no. 2, pp. 509-531, Feb. 2012.
    • (2012) Remote Sens. , vol.4 , Issue.2 , pp. 509-531
    • Wallace, A.1    Nichol, C.2    Woodhouse, I.3
  • 56
    • 80052342319 scopus 로고    scopus 로고
    • A multispectral canopy LiDAR demonstrator project
    • Sep.
    • I. H. Woodhouse et al., "A multispectral canopy LiDAR demonstrator project, " IEEE Geosci. Remote Sens. Lett., vol. 8, no. 5, pp. 839-843, Sep. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.5 , pp. 839-843
    • Woodhouse, I.H.1
  • 57
    • 84859409570 scopus 로고    scopus 로고
    • Full waveform hyperspectral LiDAR for terrestrial laser scanning
    • Mar.
    • T. Hakala, J. Suomalainen, S. Kaasalainen, and Y. Chen, "Full waveform hyperspectral LiDAR for terrestrial laser scanning, " Opt. Exp., vol. 20, no. 7, pp. 7119-7127, Mar. 2012. Canada
    • (2012) Opt. Exp. , vol.20 , Issue.7 , pp. 7119-7127
    • Hakala, T.1    Suomalainen, J.2    Kaasalainen, S.3    Chen, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.