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Volumn 7, Issue 3-4, 2005, Pages 273-290

Smoothing/filtering LiDAR digital surface models. Experiments with loess regression and discrete wavelets

Author keywords

Digital surface model; LiDAR data

Indexed keywords

DIGITAL ELEVATION MODEL; LIDAR; LOESS; SMOOTHING; WAVELET ANALYSIS;

EID: 33644776598     PISSN: 14355930     EISSN: 14355949     Source Type: Journal    
DOI: 10.1007/s10109-005-0007-4     Document Type: Article
Times cited : (14)

References (46)
  • 1
    • 0001849748 scopus 로고    scopus 로고
    • Wavelet analysis and its statistical applications
    • Abramovich F, Bailey TC, Sapatinas T (2000) Wavelet analysis and its statistical applications. The Statistician 49(1):1-29
    • (2000) The Statistician , vol.49 , Issue.1 , pp. 1-29
    • Abramovich, F.1    Bailey, T.C.2    Sapatinas, T.3
  • 2
    • 0038606552 scopus 로고    scopus 로고
    • A spatial filter for the removal of striping artifacts in digital elevation models
    • Albani M, Klinkenberg B (2003) A spatial filter for the removal of striping artifacts in digital elevation models. Photogram Eng Remote Sens 63:755-766
    • (2003) Photogram Eng Remote Sens , vol.63 , pp. 755-766
    • Albani, M.1    Klinkenberg, B.2
  • 3
    • 0036875230 scopus 로고    scopus 로고
    • Speckle removal from SAR images in the undecimated wavelet domain
    • Argenti F, Alparone L (2002) Speckle removal from SAR images in the undecimated wavelet domain. IEEE Trans Geosci Remote Sens 40(11):2363-2374
    • (2002) IEEE Trans Geosci Remote Sens , vol.40 , Issue.11 , pp. 2363-2374
    • Argenti, F.1    Alparone, L.2
  • 4
    • 84990378701 scopus 로고    scopus 로고
    • Geographical Information Science: Geocomputation and non-stationarity
    • Atkinson PM (2001) Geographical Information Science: Geocomputation and non-stationarity. Prog Phys Geogr 25(1):111-122
    • (2001) Prog Phys Geogr , vol.25 , Issue.1 , pp. 111-122
    • Atkinson, P.M.1
  • 5
    • 0142197695 scopus 로고    scopus 로고
    • Wavelets applied to simplification of digital terrains
    • Bjørke JT, Nilsen S (2003) Wavelets applied to simplification of digital terrains. Int J Geogr Inf Sci 17(7):601-621
    • (2003) Int J Geogr Inf Sci , vol.17 , Issue.7 , pp. 601-621
    • Bjørke, J.T.1    Nilsen, S.2
  • 6
    • 0003786203 scopus 로고
    • Applied wavelet analysis with S-PLUS
    • Springer, Berlin, Heidelberg, New York
    • Bruce A, Gao H-Y (1995) Applied wavelet analysis with S-PLUS. Springer, Berlin, Heidelberg, New York
    • (1995)
    • Bruce, A.1    Gao, H.-Y.2
  • 7
    • 0037353941 scopus 로고    scopus 로고
    • Application of airborne LiDAR in river environments: The River Coquet, Northumberland, UK
    • Charlton ME, Large ARG, Fuller IC (2003) Application of airborne LiDAR in river environments: The River Coquet, Northumberland, UK. Earth Sur Land 28:299-306
    • (2003) Earth Sur Land , vol.28 , pp. 299-306
    • Charlton, M.E.1    Large, A.R.G.2    Fuller, I.C.3
  • 8
    • 0000090258 scopus 로고    scopus 로고
    • Smoothing by local regression: Principles and methods
    • Haerdle W, Schimek MG (eds) Springer, Berlin Heidelberg, New York
    • Cleveland WS, Loader CL (1996) Smoothing by local regression: Principles and methods. In: Haerdle W, Schimek MG (eds) Statistical theory and computational aspects of smoothing. Springer, Berlin Heidelberg, New York, pp 10-49
    • (1996) Statistical Theory and Computational Aspects of Smoothing , pp. 10-49
    • Cleveland, W.S.1    Loader, C.L.2
  • 9
    • 85053520810 scopus 로고
    • Local regression models
    • Chambers JM, Hastie TJ (eds) Chapman and Hall New York
    • Cleveland WS, Grosse E, Shyu WM (1992) Local regression models. In: Chambers JM, Hastie TJ (eds) Statistical models in S. Chapman and Hall, New York, pp 309-376
    • (1992) Statistical Models in S , pp. 309-376
    • Cleveland, W.S.1    Grosse, E.2    Shyu, W.M.3
  • 10
    • 0036305256 scopus 로고    scopus 로고
    • Wavelets, boundaries and the spatial analysis of landscape pattern
    • Csillag F, Kabos S (2002) Wavelets, boundaries and the spatial analysis of landscape pattern. Ecoscience 9(2):177-190
    • (2002) Ecoscience , vol.9 , Issue.2 , pp. 177-190
    • Csillag, F.1    Kabos, S.2
  • 11
    • 4344705405 scopus 로고    scopus 로고
    • Bayesian wavelet shrinkage with edge detection for SAR image despeckling
    • Dai M, Peng C, Chan AK, Loguinov D (2004) Bayesian wavelet shrinkage with edge detection for SAR image despeckling. IEEE Trans Geosci Remote Sens 42(8):1642-1648
    • (2004) IEEE Trans Geosci Remote Sens , vol.42 , Issue.8 , pp. 1642-1648
    • Dai, M.1    Peng, C.2    Chan, A.K.3    Loguinov, D.4
  • 14
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho DL, Johnstone IM (1995) Adapting to unknown smoothness via wavelet shrinkage. J Am Stat Assoc 90:1200-1224
    • (1995) J Am Stat Assoc , vol.90 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.M.2
  • 15
    • 0003050399 scopus 로고    scopus 로고
    • Land surface characterization using lidar remote sensing
    • Hill M, Aspinall R (eds) International Publishers Direct, Singapore
    • Dubayah R, Knox R, Hofton M, Blair JB, Drake J (2000) Land surface characterization using lidar remote sensing. In: Hill M, Aspinall R (eds) Spatial information for land use management. International Publishers Direct, Singapore, pp 25-38
    • (2000) Spatial Information for Land Use Management , pp. 25-38
    • Dubayah, R.1    Knox, R.2    Hofton, M.3    Blair, J.B.4    Drake, J.5
  • 16
    • 0032004476 scopus 로고    scopus 로고
    • Suppression of speckle in synthetic aperture radar images using wavelet
    • Fukuda S, Hirosawa H (1998) Suppression of speckle in synthetic aperture radar images using wavelet. Int J Remote Sens 19(3):507-519
    • (1998) Int J Remote Sens , vol.19 , Issue.3 , pp. 507-519
    • Fukuda, S.1    Hirosawa, H.2
  • 18
    • 0029322622 scopus 로고
    • An introduction to wavelets
    • Graps A (1995) An introduction to wavelets. IEEE Comput Sci Eng 2(2):50-61
    • (1995) IEEE Comput Sci Eng , vol.2 , Issue.2 , pp. 50-61
    • Graps, A.1
  • 19
    • 0004058727 scopus 로고    scopus 로고
    • The world according to wavelets: The story of a mathematical technique in the making
    • Mass: A. Peters, Wellesley
    • Hubbard BBH (1996) The world according to wavelets: The story of a mathematical technique in the making. Mass: A. Peters, Wellesley
    • (1996)
    • Hubbard, B.B.H.1
  • 20
    • 0032193175 scopus 로고    scopus 로고
    • Errors and accuracy estimates of laser data acquired by various laser scanning systems for opographic applications
    • Huising EJ, Gomes-Pereira LM (1998) Errors and accuracy estimates of laser data acquired by various laser scanning systems for opographic applications. ISPRS J Photogram Remote Sens 53:245-261
    • (1998) ISPRS J Photogram Remote Sens , vol.53 , pp. 245-261
    • Huising, E.J.1    Gomes-Pereira, L.M.2
  • 21
  • 22
    • 0011718060 scopus 로고    scopus 로고
    • Wavelet analysis for geophysical applications
    • Kumar P, Foufoula-Georgiou E (1997) Wavelet analysis for geophysical applications. Rev Geophys 35(4):385-412
    • (1997) Rev Geophys , vol.35 , Issue.4 , pp. 385-412
    • Kumar, P.1    Foufoula-Georgiou, E.2
  • 23
    • 0033065179 scopus 로고    scopus 로고
    • Analysis and elucidation of soil variation using wavelets
    • Lark RM, Webster R (1999) Analysis and elucidation of soil variation using wavelets. Eur J Soil Sci 50:185-206
    • (1999) Eur J Soil Sci , vol.50 , pp. 185-206
    • Lark, R.M.1    Webster, R.2
  • 24
    • 9344229750 scopus 로고    scopus 로고
    • Analysing soil variation in two dimensions with the discrete wavelet transform
    • Lark RM, Webster R (2004) Analysing soil variation in two dimensions with the discrete wavelet transform. Eur J Soil Sci 55:777-797
    • (2004) Eur J Soil Sci , vol.55 , pp. 777-797
    • Lark, R.M.1    Webster, R.2
  • 25
    • 85040139316 scopus 로고    scopus 로고
    • Remote sensing and image interpretation
    • Wiley, New York
    • Lillesand TM, Kiefer RW, Chipman JW (2004) Remote sensing and image interpretation. Wiley, New York
    • (2004)
    • Lillesand, T.M.1    Kiefer, R.W.2    Chipman, J.W.3
  • 26
    • 0036339693 scopus 로고    scopus 로고
    • An experiment on the elevation accuracy improvement of photogrammetrically derived DEM
    • Lòpez C (2002) An experiment on the elevation accuracy improvement of photogrammetrically derived DEM. Int J Geogr Inf Sci 16:361-375
    • (2002) Int J Geogr Inf Sci , vol.16 , pp. 361-375
    • Lòpez, C.1
  • 27
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Mallat SG (1989) A theory for multiresolution signal decomposition: The wavelet representation. IEEE Trans Pattern Anal Mach Intell 11:674:693
    • (1989) IEEE Trans Pattern Anal Mach Intell , vol.11 , Issue.674 , pp. 693
    • Mallat, S.G.1
  • 28
    • 0034055048 scopus 로고    scopus 로고
    • Generation of hierarchical multiresolution terrain databases using wavelet filtering
    • McArthur DE, Fuentes RW, Devarajan V (2000) Generation of hierarchical multiresolution terrain databases using wavelet filtering. Photogram Eng Remote Sens 66(3):287-295
    • (2000) Photogram Eng Remote Sens , vol.66 , Issue.3 , pp. 287-295
    • McArthur, D.E.1    Fuentes, R.W.2    Devarajan, V.3
  • 29
    • 0033396399 scopus 로고    scopus 로고
    • Spatial representation of economic and financial measures used in agriculture via wavelet analysis
    • Morehart M, Murtagh F, Starck J-L (1999) Spatial representation of economic and financial measures used in agriculture via wavelet analysis. Int J Geogr Inf Sci 13(6):557-576
    • (1999) Int J Geogr Inf Sci , vol.13 , Issue.6 , pp. 557-576
    • Morehart, M.1    Murtagh, F.2    Starck, J.-L.3
  • 30
    • 0000200189 scopus 로고
    • To be or not to be... stationary? That is the question
    • Myers DE (1989) To be or not to be... stationary? That is the question. Math Geol 21:347-362
    • (1989) Math Geol , vol.21 , pp. 347-362
    • Myers, D.E.1
  • 31
    • 33644767585 scopus 로고    scopus 로고
    • Environmental capital: Strategic and operational guide to the River Coquet Northumberland and additional experiences from the River Wharfe
    • (in press)
    • Newson MD (2005) Environmental capital: Strategic and operational guide to the River Coquet Northumberland and additional experiences from the River Wharfe. J Environ Plan Manage (in press)
    • (2005) J Environ Plan Manage
    • Newson, M.D.1
  • 33
    • 2342460366 scopus 로고    scopus 로고
    • Wavelet analysis for detecting anisotropy in point patterns
    • Rosenberg MS (2004) Wavelet analysis for detecting anisotropy in point patterns. J Veg Sci 15:277-284
    • (2004) J Veg Sci , vol.15 , pp. 277-284
    • Rosenberg, M.S.1
  • 34
    • 0242569167 scopus 로고    scopus 로고
    • Comparison of polynomial models for land surface curvature calculation
    • Schmidt J, Evans IS, Brinkmann J (2003) Comparison of polynomial models for land surface curvature calculation. Int J Geogr Inf Sci 17(8):797-814
    • (2003) Int J Geogr Inf Sci , vol.17 , Issue.8 , pp. 797-814
    • Schmidt, J.1    Evans, I.S.2    Brinkmann, J.3
  • 35
    • 0000169918 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • Stein C (1981) Estimation of the mean of a multivariate normal distribution. Ann Stat 9:1135-1151
    • (1981) Ann Stat , vol.9 , pp. 1135-1151
    • Stein, C.1
  • 36
    • 0000376692 scopus 로고
    • Wavelets
    • Strang G (1994) Wavelets. Am Sci 82:250-255
    • (1994) Am Sci , vol.82 , pp. 250-255
    • Strang, G.1
  • 37
    • 85008016574 scopus 로고    scopus 로고
    • The what how and why of wavelet shrinkage denoising
    • Taswell C (2000) The what how and why of wavelet shrinkage denoising. Comput Sci Eng 2(3):12-19
    • (2000) Comput Sci Eng , vol.2 , Issue.3 , pp. 12-19
    • Taswell, C.1
  • 38
    • 0003547502 scopus 로고    scopus 로고
    • JPEG200: Image compression fundamentals, standards and practice
    • Kluwer, Dordrecht
    • Taubman DS, Marcellin MW (2001) JPEG200: Image compression fundamentals, standards and practice. Kluwer, Dordrecht
    • (2001)
    • Taubman, D.S.1    Marcellin, M.W.2
  • 39
    • 0000238658 scopus 로고
    • Smoothing noisy data by spline functions
    • Wahba G (1975) Smoothing noisy data by spline functions. Numer Math 24:383-393
    • (1975) Numer Math , vol.24 , pp. 383-393
    • Wahba, G.1
  • 40
    • 33644761058 scopus 로고    scopus 로고
    • Applying two-dimensional Kalman filtering techniques to digital elevation models for terrain surface modelling
    • Fritsch D, Englich M, Sester M (eds) ISPRS commission iv symposium on GIS-between visions and applications Stuttgart Germany
    • Wang Z (1998) Applying two-dimensional Kalman filtering techniques to digital elevation models for terrain surface modelling. In: Fritsch D, Englich M, Sester M (eds) ISPRS commission iv symposium on GIS-between visions and applications, International Archives of Photogrammetry and Remote Sensing vol. 32/4 Stuttgart Germany pp 649-656
    • (1998) International Archives of Photogrammetry and Remote Sensing , vol.32 , Issue.4 , pp. 649-656
    • Wang, Z.1
  • 41
    • 33644766514 scopus 로고    scopus 로고
    • Wavelet transform based noise removal for terrain surface modelling. The 11th Australasian remote sensing and photogrammetry association conference
    • Brisbane, Australia
    • Wang Z, Trinder J (2002) Wavelet transform based noise removal for terrain surface modelling. The 11th Australasian remote sensing and photogrammetry association conference. Brisbane, Australia, pp 877-884
    • (2002) , pp. 877-884
    • Wang, Z.1    Trinder, J.2
  • 42
    • 0032770877 scopus 로고    scopus 로고
    • Airborne laser scanning - An introduction and overview
    • Wehr A, Lohr U (1999) Airborne laser scanning - An introduction and overview. ISPRS J Photogram Remote Sens 54:68-82
    • (1999) ISPRS J Photogram Remote Sens , vol.54 , pp. 68-82
    • Wehr, A.1    Lohr, U.2
  • 43
    • 33847164339 scopus 로고    scopus 로고
    • Software
    • Retrieved 12 December 2004 from
    • Whitcher B (2004) Software, Retrieved 12 December 2004 from http://www.cgd.ucar.edu/stats/staff/whitcher/software/
    • (2004)
    • Whitcher, B.1
  • 44
    • 0003609141 scopus 로고    scopus 로고
    • The geomorphological characterisation of digital elevation models
    • Department of Geography, University of Leicester, UK
    • Wood JD (1996) The geomorphological characterisation of digital elevation models. Department of Geography, University of Leicester, UK
    • (1996)
    • Wood, J.D.1
  • 45
    • 0002558054 scopus 로고    scopus 로고
    • Modelling the continuity of surface form using digital elevation models
    • Poiker T, Chrisman N (eds)
    • Wood JD (1998) Modelling the continuity of surface form using digital elevation models. In: Poiker T, Chrisman N (eds) Proceedings of the 8th international symposium on spatial data handling. pp 725-36
    • (1998) Proceedings of the 8th International Symposium on Spatial Data Handling , pp. 725-736
    • Wood, J.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.