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Volumn 2, Issue 3W4, 2015, Pages 103-110

Deep neural networks for above-ground detection in very high spatial resolution digital elevation models

Author keywords

Classification; Deep Learning; DEM; Ground Filtering; Multilayer Perceptrons

Indexed keywords


EID: 85011360348     PISSN: 21949042     EISSN: 21949050     Source Type: Conference Proceeding    
DOI: 10.5194/isprsannals-II-3-W4-103-2015     Document Type: Conference Paper
Times cited : (21)

References (13)
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    • Baillard, C.1    Maitre, H.2
  • 5
    • 33846265346 scopus 로고    scopus 로고
    • Building outline extraction from digital elevation models using marked point processes
    • Ortner, M., Descombes, X., Zerubia, J., 2007. Building outline extraction from digital elevation models using marked point processes. International Journal of Computer Vision, 72(2), pp. 107-132.
    • (2007) International Journal of Computer Vision , vol.72 , Issue.2 , pp. 107-132
    • Ortner, M.1    Descombes, X.2    Zerubia, J.3
  • 6
    • 0003846541 scopus 로고
    • The Perceptron-a perceiving and recognizing automaton
    • Cornell Aeronautical Laboratory
    • Rosenblatt, F., 1957. The Perceptron-a perceiving and recognizing automaton. Report 85-460-1, Cornell Aeronautical Laboratory.
    • (1957) Report 85-460-1
    • Rosenblatt, F.1
  • 7
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D., Hinton, G., Williams, R., 1986. Learning representations by back-propagating errors. Nature 323, pp. 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3
  • 8
    • 63149095448 scopus 로고    scopus 로고
    • Urban-area and building detection using SIFT keypoints and graph theory
    • Sirmacek, B., & Unsalan, C., 2009. Urban-area and building detection using SIFT keypoints and graph theory. In IEEE Transactions on Geoscience and Remote Sensing, 47(4), pp. 1156-1167.
    • (2009) IEEE Transactions on Geoscience and Remote Sensing , vol.47 , Issue.4 , pp. 1156-1167
    • Sirmacek, B.1    Unsalan, C.2
  • 11
    • 77953960143 scopus 로고    scopus 로고
    • An efficient stochastic approach for building footprint extraction from digital elevation models
    • Tournaire, O., Bredif, M., Boldo, D., Durupt, M., 2010. An efficient stochastic approach for building footprint extraction from digital elevation models. ISPRS Journal of Photogrammetry and Remote Sensing, 65(4), pp. 317-327.
    • (2010) ISPRS Journal of Photogrammetry and Remote Sensing , vol.65 , Issue.4 , pp. 317-327
    • Tournaire, O.1    Bredif, M.2    Boldo, D.3    Durupt, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.