메뉴 건너뛰기




Volumn 96, Issue , 2014, Pages 164-178

Automated retrieval of forest structure variables based on multi-scale texture analysis of VHR satellite imagery

Author keywords

Feature selection; Forestry; Multi resolution; Multi scale; Multiple regression; Pl iades; Quickbird; Texture

Indexed keywords

AUTOMATION; FEATURE EXTRACTION; REGRESSION ANALYSIS; SATELLITE IMAGERY; TEXTURES; LINEAR REGRESSION;

EID: 84907042674     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2014.07.008     Document Type: Article
Times cited : (42)

References (46)
  • 1
    • 0016029778 scopus 로고
    • The relationship between variable selection and prediction
    • Allen D.M. The relationship between variable selection and prediction. Technometrics 1974, 16(125):125-127.
    • (1974) Technometrics , vol.16 , Issue.125 , pp. 125-127
    • Allen, D.M.1
  • 4
    • 84893560162 scopus 로고    scopus 로고
    • Modelling-based feature selection for classification of forest structure using very high resolution multispectral imagery SMC'2013,
    • Man, and Cybernetics, Manchester, UK
    • Beguet, B., Boukir, S., Guyon, D., Chehata, N. 2013. Modelling-based feature selection for classification of forest structure using very high resolution multispectral imagery, SMC'2013, IEEE Int. Conf. on Systems, Man, and Cybernetics, Manchester, UK, pp. 4294-4299.
    • (2013) IEEE Int. Conf. on Systems , pp. 4294-4299
    • Beguet, B.1    Boukir, S.2    Guyon, D.3    Chehata, N.4
  • 6
    • 85009645054 scopus 로고    scopus 로고
    • Estimation of tropical forest structure from Spot-5 satellite images
    • Castillo M.A., Ricker M., Jong B.H.J.D. Estimation of tropical forest structure from Spot-5 satellite images. Int. J. Remote Sens. 2010, 31(10):2767-2782.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.10 , pp. 2767-2782
    • Castillo, M.A.1    Ricker, M.2    Jong, B.H.J.D.3
  • 7
    • 84923915209 scopus 로고    scopus 로고
    • Object-based forest change detection using high resolution satellite images
    • In: PIA'2011, ISPRS Photogrammetric Image Analysis Conference, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Munich, Germany
    • Chehata, N., Orny, C., Boukir, S., Guyon, D., 2011. Object-based forest change detection using high resolution satellite images, In: PIA'2011, ISPRS Photogrammetric Image Analysis Conference, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Munich, Germany, vol. 38(3), pp. 49-54.
    • (2011) , vol.38 , Issue.3 , pp. 49-54
    • Chehata, N.1    Orny, C.2    Boukir, S.3    Guyon, D.4
  • 8
    • 84905029227 scopus 로고    scopus 로고
    • Object-based change detection in wind-storm damaged forest using high resolution multispectral images
    • Chehata N., Orny C., Boukir S., Guyon D. Object-based change detection in wind-storm damaged forest using high resolution multispectral images. Int. J. Remote Sens. 2014, 35:4758-4777.
    • (2014) Int. J. Remote Sens. , vol.35 , pp. 4758-4777
    • Chehata, N.1    Orny, C.2    Boukir, S.3    Guyon, D.4
  • 9
    • 6344256790 scopus 로고    scopus 로고
    • A multiscale texture analysis procedure for improved forest stand classification
    • Coburn C.A., Roberts A.C.B. A multiscale texture analysis procedure for improved forest stand classification. Int. J. Remote Sens. 2004, 25:4287-4308.
    • (2004) Int. J. Remote Sens. , vol.25 , pp. 4287-4308
    • Coburn, C.A.1    Roberts, A.C.B.2
  • 10
    • 0021385988 scopus 로고
    • Segmentation of a high-resolution urban scene using texture operators
    • ISSN 0734189X, doi:10.1016/0734-189x(84)90197-x
    • Conners R., Trivedi M., Harlow C. Segmentation of a high-resolution urban scene using texture operators. Comput. Vision Graphics Image Process. 1984, 25(3):273-310. ISSN 0734189X, doi:10.1016/0734-189x(84)90197-x.
    • (1984) Comput. Vision Graphics Image Process. , vol.25 , Issue.3 , pp. 273-310
    • Conners, R.1    Trivedi, M.2    Harlow, C.3
  • 11
    • 31344437325 scopus 로고    scopus 로고
    • Predicting tropical forest stand structure parameters from Fourier transform of very high-resolution remotely sensed canopy images
    • Couteron P., Pelissier R., Nicolini E.A., Paget D. Predicting tropical forest stand structure parameters from Fourier transform of very high-resolution remotely sensed canopy images. J. Appl. Ecol. 2005, 42:1121-1128.
    • (2005) J. Appl. Ecol. , vol.42 , pp. 1121-1128
    • Couteron, P.1    Pelissier, R.2    Nicolini, E.A.3    Paget, D.4
  • 12
    • 76249129011 scopus 로고    scopus 로고
    • The impact of phenoligical variation on texture measures of remotely sensed imagery
    • Culbert P.D., et al. The impact of phenoligical variation on texture measures of remotely sensed imagery. IEEE J. Sel. Topics Appl. Earth Observations Remote Sens 2009, 2(4):299-309.
    • (2009) IEEE J. Sel. Topics Appl. Earth Observations Remote Sens , vol.2 , Issue.4 , pp. 299-309
    • Culbert, P.D.1
  • 13
    • 0037244288 scopus 로고    scopus 로고
    • Texture-based characterization of urban environments on satellite SAR images
    • Dell'Acqua F., Gamba P. Texture-based characterization of urban environments on satellite SAR images. IEEE Trans. Geosci. Remote Sens. 2003, 41(1):153-159.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.1 , pp. 153-159
    • Dell'Acqua, F.1    Gamba, P.2
  • 15
    • 77649101800 scopus 로고    scopus 로고
    • Estimation of stand mean crown diameter from high-spatial-resolution imagery based on a geostatistical method
    • Feng Y., Li Z., Tokola T. Estimation of stand mean crown diameter from high-spatial-resolution imagery based on a geostatistical method. Int. J. Remote Sens. 2010, 31(2):363-378.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.2 , pp. 363-378
    • Feng, Y.1    Li, Z.2    Tokola, T.3
  • 16
    • 0034951714 scopus 로고    scopus 로고
    • Using spatial co-occurence texture to increase forest structure and species composition classification accuracy
    • Franklin S.E., Maudie A.J., Lavigne M.B. Using spatial co-occurence texture to increase forest structure and species composition classification accuracy. Photogramm. Eng. Remote Sens. 2001, 67(7):849-855.
    • (2001) Photogramm. Eng. Remote Sens. , vol.67 , Issue.7 , pp. 849-855
    • Franklin, S.E.1    Maudie, A.J.2    Lavigne, M.B.3
  • 17
    • 67651250548 scopus 로고    scopus 로고
    • Hierarchical texture-based segmentation of multiresolution remote sensing images
    • Gaetano R., Scarpa G., Poggi G. Hierarchical texture-based segmentation of multiresolution remote sensing images. IEEE Trans. Geosci. Remote Sens. 2009, 47:2129-2141.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 2129-2141
    • Gaetano, R.1    Scarpa, G.2    Poggi, G.3
  • 18
    • 84857941768 scopus 로고    scopus 로고
    • Modeling forest structural parameters in the mediterranean pines of central Spain using Quickbird-2 imagery and classification and regression tree analysis (CART)
    • Gomez C., Wulder M.A., Montes F., Delgado J.A. Modeling forest structural parameters in the mediterranean pines of central Spain using Quickbird-2 imagery and classification and regression tree analysis (CART). Remote Sens. 2012, 4:135-139.
    • (2012) Remote Sens. , vol.4 , pp. 135-139
    • Gomez, C.1    Wulder, M.A.2    Montes, F.3    Delgado, J.A.4
  • 20
    • 33750228994 scopus 로고    scopus 로고
    • Relative importance for linear regression in R: the package relaimpo
    • Gromping U. Relative importance for linear regression in R: the package relaimpo. J. Statist. Softaware 2006, 17:1-27.
    • (2006) J. Statist. Softaware , vol.17 , pp. 1-27
    • Gromping, U.1
  • 21
    • 0344068334 scopus 로고    scopus 로고
    • Estimation de caractéristiques forestières à partir d'images à haute résolution spatiale (Spot5)
    • Guyon D., Riom J. Estimation de caractéristiques forestières à partir d'images à haute résolution spatiale (Spot5). BUL.S.F.P.T. 1996, 141:46-50.
    • (1996) BUL.S.F.P.T. , vol.141 , pp. 46-50
    • Guyon, D.1    Riom, J.2
  • 24
    • 0034653236 scopus 로고    scopus 로고
    • Accuracy comparison of various remote sensing data sources in the retrieval of forest stands attributes
    • Hyyppa J., Hyypa H., Inkinen M., Engdahl M., Linko S., Zhu Y.H. Accuracy comparison of various remote sensing data sources in the retrieval of forest stands attributes. Forest Ecol. Manage. 2000, 128(1-2):109-120.
    • (2000) Forest Ecol. Manage. , vol.128 , Issue.1-2 , pp. 109-120
    • Hyyppa, J.1    Hyypa, H.2    Inkinen, M.3    Engdahl, M.4    Linko, S.5    Zhu, Y.H.6
  • 25
    • 33646835421 scopus 로고    scopus 로고
    • Retrieving forest structure variables based on image texture analysis and IKONOS-2 imagery
    • Kayitakire F., Hamel C., Defourny P. Retrieving forest structure variables based on image texture analysis and IKONOS-2 imagery. Remote Sens. Environ. 2006, 102:390-401.
    • (2006) Remote Sens. Environ. , vol.102 , pp. 390-401
    • Kayitakire, F.1    Hamel, C.2    Defourny, P.3
  • 27
    • 0037384819 scopus 로고    scopus 로고
    • Comparing texture analysis methods through classification
    • Maillard P. Comparing texture analysis methods through classification. Photogramm. Eng. Remote Sens. 2003, 69(4):357-367.
    • (2003) Photogramm. Eng. Remote Sens. , vol.69 , Issue.4 , pp. 357-367
    • Maillard, P.1
  • 30
    • 83455255580 scopus 로고    scopus 로고
    • Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel
    • Ozdemir I., Karnieli A. Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel. Int. J. Appl. Earth Observation Geoinformation 2011, 13:701-710.
    • (2011) Int. J. Appl. Earth Observation Geoinformation , vol.13 , pp. 701-710
    • Ozdemir, I.1    Karnieli, A.2
  • 31
    • 64549105242 scopus 로고    scopus 로고
    • A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification
    • Pacifici F., Chini M., Emery W.J. A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification. Remote Sens. Environ. 2009, 113(6):1276-1292.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.6 , pp. 1276-1292
    • Pacifici, F.1    Chini, M.2    Emery, W.J.3
  • 32
    • 0033982523 scopus 로고    scopus 로고
    • Estimating the foliage area of Maritime pine (Pinus pinaster Ait.) branches and crowns with application to modelling the foliage area distribution crown
    • Porté A., Bosc A., Champion I., Loustau D. Estimating the foliage area of Maritime pine (Pinus pinaster Ait.) branches and crowns with application to modelling the foliage area distribution crown. Ann. For. Sci. 2000, 57:73-86.
    • (2000) Ann. For. Sci. , vol.57 , pp. 73-86
    • Porté, A.1    Bosc, A.2    Champion, I.3    Loustau, D.4
  • 33
    • 34250335756 scopus 로고    scopus 로고
    • Predicting and mapping mangrove biomass from canopy grain analysis using Fourier-based textural ordination of IKONOS images
    • Proisy C., Couteron P., Fromard F. Predicting and mapping mangrove biomass from canopy grain analysis using Fourier-based textural ordination of IKONOS images. Remote Sens. Environ. 2007, 109:379-392.
    • (2007) Remote Sens. Environ. , vol.109 , pp. 379-392
    • Proisy, C.1    Couteron, P.2    Fromard, F.3
  • 34
    • 84894231176 scopus 로고    scopus 로고
    • Texture based image retrieval and classification of very high resolution maritime pine forest images
    • In: Proceedings IEEE International Geoscience and Remote Sensing Symposium (IGARSS).
    • Regniers, O., DaCosta, J.-P., Grenier, G., Germain, C., Bombrun, L., 2013. Texture based image retrieval and classification of very high resolution maritime pine forest images. In: Proceedings IEEE International Geoscience and Remote Sensing Symposium (IGARSS).
    • (2013)
    • Regniers, O.1    DaCosta, J.-P.2    Grenier, G.3    Germain, C.4    Bombrun, L.5
  • 35
    • 85015480264 scopus 로고    scopus 로고
    • Texture feature extraction for classification of remote-sensing data using wavelet decomposition: a comparative study
    • In: 20th ISPRS Congress.
    • Ruiz, L.A., Fdez-Sarria, A., Recio, J.A. 2004. Texture feature extraction for classification of remote-sensing data using wavelet decomposition: a comparative study. In: 20th ISPRS Congress.
    • (2004)
    • Ruiz, L.A.1    Fdez-Sarria, A.2    Recio, J.A.3
  • 36
    • 4143148548 scopus 로고    scopus 로고
    • Wavelets for urban spatial feature discrimination: comparisons with fractal, spatial autocorrelation, and spatial co-occurrence approaches
    • Soe W.M., Tyler S.N.L.J.M. Wavelets for urban spatial feature discrimination: comparisons with fractal, spatial autocorrelation, and spatial co-occurrence approaches. Photogramm. Eng. Remote Sens. 2004, 70(7):803-812.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , Issue.7 , pp. 803-812
    • Soe, W.M.1    Tyler, S.N.L.2
  • 37
    • 76049089659 scopus 로고    scopus 로고
    • Estimating average tree crown size using spatial information from Ikonos and QuickBird images: across-sensor and across-site comparisons
    • Song C., Dickinson M.B., Su L., Zhang S., Yaussey D. Estimating average tree crown size using spatial information from Ikonos and QuickBird images: across-sensor and across-site comparisons. Remote Sens. Environ. 2010, 114:1099-1107.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1099-1107
    • Song, C.1    Dickinson, M.B.2    Su, L.3    Zhang, S.4    Yaussey, D.5
  • 38
    • 0031177940 scopus 로고    scopus 로고
    • Automated forest structure mapping from high resolution imagery based on directional semivariogram estimates
    • St-Onge B.A., Cavayas F. Automated forest structure mapping from high resolution imagery based on directional semivariogram estimates. Remote Sens. Environ. 1997, 61:82-95.
    • (1997) Remote Sens. Environ. , vol.61 , pp. 82-95
    • St-Onge, B.A.1    Cavayas, F.2
  • 39
    • 40049090853 scopus 로고    scopus 로고
    • Using colour, texture, and hierarchical segmentation for high-resolution remote-sensing
    • Trias-Sanz R., Stamon G., Louchet J. Using colour, texture, and hierarchical segmentation for high-resolution remote-sensing. ISPRS J. Photogramm. Remote Sens. 2008, 63:156-168.
    • (2008) ISPRS J. Photogramm. Remote Sens. , vol.63 , pp. 156-168
    • Trias-Sanz, R.1    Stamon, G.2    Louchet, J.3
  • 40
    • 11144255291 scopus 로고    scopus 로고
    • Performance of different spectral and textural aerial photograph features in multi-source forest inventory
    • Tuominen S., Pekkarinen A. Performance of different spectral and textural aerial photograph features in multi-source forest inventory. Remote Sens. Environ. 2005, 94:256-268.
    • (2005) Remote Sens. Environ. , vol.94 , pp. 256-268
    • Tuominen, S.1    Pekkarinen, A.2
  • 41
    • 33745635336 scopus 로고    scopus 로고
    • Using remote sensing image texture to study habitat use patterns: a case study using the polymorphic white-throated sparrow (Zonotrichia albicollis)
    • Tuttle E.M., Jensen R.R., Formica V.A., Gonser R.A. Using remote sensing image texture to study habitat use patterns: a case study using the polymorphic white-throated sparrow (Zonotrichia albicollis). Global Ecol. Biogeogr. 2006, 15:557-559.
    • (2006) Global Ecol. Biogeogr. , vol.15 , pp. 557-559
    • Tuttle, E.M.1    Jensen, R.R.2    Formica, V.A.3    Gonser, R.A.4
  • 42
    • 34548435161 scopus 로고    scopus 로고
    • Feature selection by genetic algorithms in object-based classification of {IKONOS} imagery for forest mapping in Flanders, Belgium
    • ISSN 0034-4257
    • Van Coillie F.M., Verbeke L.P., Wulf R.R.D. Feature selection by genetic algorithms in object-based classification of {IKONOS} imagery for forest mapping in Flanders, Belgium. Remote Sens. Environ. 2007, 110(4):476-487. ISSN 0034-4257.
    • (2007) Remote Sens. Environ. , vol.110 , Issue.4 , pp. 476-487
    • Van Coillie, F.M.1    Verbeke, L.P.2    Wulf, R.R.D.3
  • 43
    • 67651085293 scopus 로고    scopus 로고
    • Estimation of forest structural parameters using 5 and 10 meter Spot-5 satellite data
    • Wolter T., Townsend P.A., Sturtevant B.R. Estimation of forest structural parameters using 5 and 10 meter Spot-5 satellite data. Remote Sens. Environ. 2009, 113:2019-2036.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 2019-2036
    • Wolter, T.1    Townsend, P.A.2    Sturtevant, B.R.3
  • 45
    • 0032035915 scopus 로고    scopus 로고
    • Aerial image texture information in the estimation of Northern deciduous and mixed wood forest leaf area index (LAI)
    • Wulder M.A., Drew E.F.L., Franklin S.E., Lavigne M.B. Aerial image texture information in the estimation of Northern deciduous and mixed wood forest leaf area index (LAI). Remote Sens. Environ. 1998, 64:64-76.
    • (1998) Remote Sens. Environ. , vol.64 , pp. 64-76
    • Wulder, M.A.1    Drew, E.F.L.2    Franklin, S.E.3    Lavigne, M.B.4
  • 46
    • 34748870699 scopus 로고    scopus 로고
    • Regenerating boreal forest structure estimation using Spot-5 pansharpened imagery
    • Wunderle A.L., Franklin S.E., Guo X.G. Regenerating boreal forest structure estimation using Spot-5 pansharpened imagery. Int. J. Remote Sens. 2007, 28(19):4351-4364.
    • (2007) Int. J. Remote Sens. , vol.28 , Issue.19 , pp. 4351-4364
    • Wunderle, A.L.1    Franklin, S.E.2    Guo, X.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.