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Volumn 15, Issue 1, 2012, Pages 70-78

A comparison of three feature selection methods for object-based classification of sub-decimeter resolution UltraCam-L imagery

Author keywords

Aerial imagery; Classification; Feature selection; Object based image analysis; Very high resolution

Indexed keywords

ACCURACY ASSESSMENT; AERIAL PHOTOGRAPHY; COMPARATIVE STUDY; DATA SET; DIGITAL IMAGE; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE RESOLUTION; OPTIMIZATION; SATELLITE IMAGERY; SOFTWARE;

EID: 84864510265     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2011.05.011     Document Type: Article
Times cited : (129)

References (41)
  • 3
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke, T., 2010. Object based image analysis for remote sensing. ISPRS J. Photogramm. 65, 2-16.
    • (2010) ISPRS J. Photogramm. , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 5
    • 33744810940 scopus 로고    scopus 로고
    • Urban land cover multi-level region-based classification of VHR data by selecting relevant features
    • Carleer, A.P., Wolff, E., 2006. Urban land cover multi-level region-based classification of VHR data by selecting relevant features. Int. J. Remote Sens. 27, 1035-1051.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 1035-1051
    • Carleer, A.P.1    Wolff, E.2
  • 6
    • 33645809333 scopus 로고    scopus 로고
    • Object-based analysis of Ikonos-2 imagery for extraction of forest inventory parameters
    • Chubey, M.S., Franklin, S.E., Wulder, M.A., 2006. Object-based analysis of Ikonos-2 imagery for extraction of forest inventory parameters. Photogramm. Eng. Remote Sens. 72, 383-394.
    • (2006) Photogramm. Eng. Remote Sens. , vol.72 , pp. 383-394
    • Chubey, M.S.1    Franklin, S.E.2    Wulder, M.A.3
  • 8
    • 43049110255 scopus 로고    scopus 로고
    • Assessment of the spatial co-registration of multitemporal imagery from large format digital cameras in the context of detailed change detection
    • Coulter, L.L., Stow, D.A., 2008. Assessment of the spatial co-registration of multitemporal imagery from large format digital cameras in the context of detailed change detection. Sensors 8, 2161-2173.
    • (2008) Sensors , vol.8 , pp. 2161-2173
    • Coulter, L.L.1    Stow, D.A.2
  • 9
    • 85030584158 scopus 로고    scopus 로고
    • Definiens, eCognition Developer 8.0 User Guide. Definiens AG, Munich, Germany.
    • Definiens, 2009. eCognition Developer 8.0 User Guide. Definiens AG, Munich, Germany.
    • (2009)
  • 10
    • 77951189897 scopus 로고    scopus 로고
    • ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
    • Dragut, L., Tiede, D., Levick, S.R., 2010. ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data. Int. J. Geogr. Inf. Sci. 24 (6), 859-871.
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , Issue.6 , pp. 859-871
    • Dragut, L.1    Tiede, D.2    Levick, S.R.3
  • 12
    • 0037382547 scopus 로고    scopus 로고
    • Automated analysis of ultra high resolution remote sensing data for biotope type mapping: new possibilities and challenges
    • Ehlers, M., Gaehler, M., Janowsky, R., 2003. Automated analysis of ultra high resolution remote sensing data for biotope type mapping: new possibilities and challenges. ISPRS J. Photogramm. 57, 315-326.
    • (2003) ISPRS J. Photogramm. , vol.57 , pp. 315-326
    • Ehlers, M.1    Gaehler, M.2    Janowsky, R.3
  • 13
    • 33745625080 scopus 로고    scopus 로고
    • Automated techniques for environmental monitoring and change analysis for ultra high resolution remote sensing data
    • Ehlers, M., Gaehler, M., Janowsky, R., 2006. Automated techniques for environmental monitoring and change analysis for ultra high resolution remote sensing data. Photogramm. Eng. Remote Sens. 72 (7), 835-844.
    • (2006) Photogramm. Eng. Remote Sens. , vol.72 , Issue.7 , pp. 835-844
    • Ehlers, M.1    Gaehler, M.2    Janowsky, R.3
  • 14
    • 47849099239 scopus 로고    scopus 로고
    • Improvement of image segmentation accuracy based on multiscale optimization procedure
    • Esch, T., Thiel, M., Bock, M., Roth, A., Dech, S., 2008. Improvement of image segmentation accuracy based on multiscale optimization procedure. IEEE Geosci. Remote Sens. 5 (3), 463-467.
    • (2008) IEEE Geosci. Remote Sens. , vol.5 , Issue.3 , pp. 463-467
    • Esch, T.1    Thiel, M.2    Bock, M.3    Roth, A.4    Dech, S.5
  • 15
  • 16
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: evaluating the statistical significance of differences in classification accuracy
    • Foody, G.M., 2004. Thematic map comparison: evaluating the statistical significance of differences in classification accuracy. Photogramm. Eng. Remote Sens. 70, 627-633.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 19
    • 34547587275 scopus 로고    scopus 로고
    • Using object-oriented classification of ADS40 to map benthic habitats of the state of Texas
    • Green, K., Lopez, C., 2007. Using object-oriented classification of ADS40 to map benthic habitats of the state of Texas. Photogramm. Eng. Remote Sens. 73, 861-865.
    • (2007) Photogramm. Eng. Remote Sens. , vol.73 , pp. 861-865
    • Green, K.1    Lopez, C.2
  • 20
    • 28544434203 scopus 로고    scopus 로고
    • An automated object-based approach for the multiscale image segmentation of forest scenes
    • Hay, G., Castilla, G., Wulder, M., Ruiz, J.R., 2005. An automated object-based approach for the multiscale image segmentation of forest scenes. Int. J. Appl. Earth Obs. 7, 339-359.
    • (2005) Int. J. Appl. Earth Obs. , vol.7 , pp. 339-359
    • Hay, G.1    Castilla, G.2    Wulder, M.3    Ruiz, J.R.4
  • 21
    • 0042421792 scopus 로고    scopus 로고
    • Spatial metrics and image texture for mapping urban land use
    • Herold, M., Liu, X., Clarke, K.C., 2003. Spatial metrics and image texture for mapping urban land use. Photogramm. Eng. Remote Sens. 69, 991-1001.
    • (2003) Photogramm. Eng. Remote Sens. , vol.69 , pp. 991-1001
    • Herold, M.1    Liu, X.2    Clarke, K.C.3
  • 23
    • 84856994716 scopus 로고    scopus 로고
    • Mapping banana plantations from object-oriented classification of SPOT-5 imagery
    • Johansen, K., Phinn, S., Witte, C., Philip, S., Newton, L., 2009. Mapping banana plantations from object-oriented classification of SPOT-5 imagery. Photogramm. Eng. Remote Sens. 75, 1069-1081.
    • (2009) Photogramm. Eng. Remote Sens. , vol.75 , pp. 1069-1081
    • Johansen, K.1    Phinn, S.2    Witte, C.3    Philip, S.4    Newton, L.5
  • 24
    • 0026190348 scopus 로고
    • Hierarchical classifier design in high-dimensional numerous class cases
    • Kim, B., Landgrebe, A., 1991. Hierarchical classifier design in high-dimensional numerous class cases. IEEE T. Geosci. Remote 29, 518-528.
    • (1991) IEEE T. Geosci. Remote , vol.29 , pp. 518-528
    • Kim, B.1    Landgrebe, A.2
  • 25
    • 33846818667 scopus 로고    scopus 로고
    • Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands
    • Laliberte, A.S., Fredrickson, E.L., Rango, A., 2007. Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands. Photogramm. Eng. Remote Sens. 73, 197-207.
    • (2007) Photogramm. Eng. Remote Sens. , vol.73 , pp. 197-207
    • Laliberte, A.S.1    Fredrickson, E.L.2    Rango, A.3
  • 26
    • 61349099437 scopus 로고    scopus 로고
    • Texture and scale in object-based analysis of subdecimeter resolution unmanned aerial vehicle (UAV) imagery
    • Laliberte, A.S., Rango, A., 2009. Texture and scale in object-based analysis of subdecimeter resolution unmanned aerial vehicle (UAV) imagery. IEEE T. Geosci. Remote 47, 761-770.
    • (2009) IEEE T. Geosci. Remote , vol.47 , pp. 761-770
    • Laliberte, A.S.1    Rango, A.2
  • 27
    • 80052174449 scopus 로고    scopus 로고
    • Hierarchical object-based classification of ultra high resolution digital mapping camera (DMC) imagery for rangeland mapping and assessment
    • Laliberte, A.S., Browning, D.M., Herrick, J.E., Gronemeyer, P., 2010a. Hierarchical object-based classification of ultra high resolution digital mapping camera (DMC) imagery for rangeland mapping and assessment. J. Spat. Sci. 55 (1), 101-115.
    • (2010) J. Spat. Sci. , vol.55 , Issue.1 , pp. 101-115
    • Laliberte, A.S.1    Browning, D.M.2    Herrick, J.E.3    Gronemeyer, P.4
  • 28
    • 77953575878 scopus 로고    scopus 로고
    • Acquisition, orthorectification, and object-based classification of unmanned aerial vehicle (UAV) imagery for rangeland monitoring
    • Laliberte, A.S., Herrick, J.E., Rango, A., Winters, C., 2010b. Acquisition, orthorectification, and object-based classification of unmanned aerial vehicle (UAV) imagery for rangeland monitoring. Photogramm. Eng. Remote Sens. 76, 661-672.
    • (2010) Photogramm. Eng. Remote Sens. , vol.76 , pp. 661-672
    • Laliberte, A.S.1    Herrick, J.E.2    Rango, A.3    Winters, C.4
  • 30
    • 84906055574 scopus 로고    scopus 로고
    • SEATH - a new tool for automated feature extraction in the context of object-based image analysis
    • XXXVI-4/C42
    • Nussbaum, S., Niemeyer, I., Canty, M.J., 2006. SEATH - a new tool for automated feature extraction in the context of object-based image analysis. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. XXXVI-4/C42, 6.
    • (2006) Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. , pp. 6
    • Nussbaum, S.1    Niemeyer, I.2    Canty, M.J.3
  • 31
    • 0031418907 scopus 로고    scopus 로고
    • The National Resources Inventory: a long term multi resource monitoring programme
    • Nusser, S.M., Goebel, J.J., 1997. The National Resources Inventory: a long term multi resource monitoring programme. Environ. Ecol. Stat. 4, 181-204.
    • (1997) Environ. Ecol. Stat. , vol.4 , pp. 181-204
    • Nusser, S.M.1    Goebel, J.J.2
  • 33
    • 79958774603 scopus 로고    scopus 로고
    • Comparative properties of four airborne sensors and their applicability to land surface interpretation
    • Rosso, P.H., Klonus, S., Ehlers, M., Tschach, E., 2008. Comparative properties of four airborne sensors and their applicability to land surface interpretation. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. XXXVII (Part B1), 545-550.
    • (2008) Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. , vol.37 , Issue.PART 1 , pp. 545-550
    • Rosso, P.H.1    Klonus, S.2    Ehlers, M.3    Tschach, E.4
  • 35
    • 39749101342 scopus 로고    scopus 로고
    • Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery
    • Stow, D., Hamada, Y., Coulter, L., Anguelova, Z., 2008. Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery. Remote Sens. Environ. 112, 1051-1061.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1051-1061
    • Stow, D.1    Hamada, Y.2    Coulter, L.3    Anguelova, Z.4
  • 37
    • 34548435161 scopus 로고    scopus 로고
    • Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium
    • Van Coillie, F.M.B., Verbeke, L.P.C., De Wulf, R.R., 2007. Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium. Remote Sens. Environ. 110, 476-487.
    • (2007) Remote Sens. Environ. , vol.110 , pp. 476-487
    • Van Coillie, F.M.B.1    Verbeke, L.P.C.2    De Wulf, R.R.3
  • 38
  • 40
    • 33745615125 scopus 로고    scopus 로고
    • Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • Yu, Q., Gong, P., Clinton, N., Biging, G., Kelly, M., Schirokauer, D., 2006. Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery. Photogramm. Eng. Remote Sens. 72, 799-811.
    • (2006) Photogramm. Eng. Remote Sens. , vol.72 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 41
    • 85009541463 scopus 로고    scopus 로고
    • Object-oriented method for urban vegetation mapping using IKONOS imagery
    • Zhang, X., Feng, X., Jiang, H., 2010. Object-oriented method for urban vegetation mapping using IKONOS imagery. Int. J. Remote Sens. 31, 177-196.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 177-196
    • Zhang, X.1    Feng, X.2    Jiang, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.