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Volumn 42, Issue 3, 2018, Pages 1305-1310

Optimizing radiometric processing and feature extraction of drone based hyperspectral frame format imagery for estimation of yield quantity and quality of a grass sward

Author keywords

Calibration; Estimation; Feature; Hyperspectral; Photogrammetry

Indexed keywords

ANTENNAS; CALIBRATION; DECISION TREES; DRONES; ESTIMATION; EXTRACTION; FEATURE EXTRACTION; LEARNING SYSTEMS; PHOTOGRAMMETRY; SPECTROSCOPY;

EID: 85046971973     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5194/isprs-archives-XLII-3-1305-2018     Document Type: Conference Paper
Times cited : (10)

References (18)
  • 1
    • 84941263991 scopus 로고    scopus 로고
    • Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance
    • Aasen, H., Burkart, A., Bolten, A., Bareth, G., 2015. Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance. ISPRS Journal of Photogrammetry and Remote Sensing, 108(2015), pp. 245-259.
    • (2015) ISPRS Journal of Photogrammetry and Remote Sensing , vol.108 , Issue.2015 , pp. 245-259
    • Aasen, H.1    Burkart, A.2    Bolten, A.3    Bareth, G.4
  • 2
    • 84892621633 scopus 로고    scopus 로고
    • UAV-based imaging for multi-temporal, very high resolution crop surface models to monitor crop growth variability
    • Bendig, J., Bolten, A., Bareth, G., 2013. UAV-based imaging for multi-temporal, very high Resolution Crop Surface Models to monitor Crop Growth Variability. Photogrammetrie-Fernerkundung-Geoinformation, 2013(6), pp. 551-562.
    • (2013) Photogrammetrie-Fernerkundung-Geoinformation , vol.2013 , Issue.6 , pp. 551-562
    • Bendig, J.1    Bolten, A.2    Bareth, G.3
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., 2001. Random forests. Machine learning, 45(1), pp. 5-32.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 84887537551 scopus 로고    scopus 로고
    • Processing and assessment of spectrometric, stereoscopic imagery collected using a lightweight UAV spectral camera for precision agriculture
    • Honkavaara, E., Saari, H., Kaivosoja, J., Pölönen, I., Hakala, T., Litkey, P., Mäkynen, J., Pesonen, L., 2013. Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture. Remote Sensing, 5(10), pp. 5006-5039.
    • (2013) Remote Sensing , vol.5 , Issue.10 , pp. 5006-5039
    • Honkavaara, E.1    Saari, H.2    Kaivosoja, J.3    Pölönen, I.4    Hakala, T.5    Litkey, P.6    Mäkynen, J.7    Pesonen, L.8
  • 6
    • 85042524085 scopus 로고    scopus 로고
    • Radiometric correction of close-range spectral image blocks captured using an unmanned aerial vehicle with a radiometric block adjustment
    • Honkavaara, E., Khoramshahi, E., 2018. Radiometric Correction of Close-Range Spectral Image Blocks Captured Using an Unmanned Aerial Vehicle with a Radiometric Block Adjustment. Remote Sensing, 10(2), 256, doi.org/10.3390/rs10020256.
    • (2018) Remote Sensing , vol.10 , Issue.2 , pp. 256
    • Honkavaara, E.1    Khoramshahi, E.2
  • 7
    • 85010676775 scopus 로고    scopus 로고
    • The need for accurate geometric and radiometric corrections of drone-borne hyperspectral data for mineral exploration: MEPHySTo - A toolbox for pre-processing drone-borne hyperspectral data
    • Jakob, S., Zimmermann, R., Gloaguen, R., 2017. The Need for Accurate Geometric and Radiometric Corrections of Drone-Borne Hyperspectral Data for Mineral Exploration: MEPHySTo - A Toolbox for Pre-Processing Drone-Borne Hyperspectral Data. Remote Sensing, 9(1), 88, doi.org/10.3390/rs9010088.
    • (2017) Remote Sensing , vol.9 , Issue.1 , pp. 88
    • Jakob, S.1    Zimmermann, R.2    Gloaguen, R.3
  • 8
    • 84961989773 scopus 로고    scopus 로고
    • Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system
    • Li, W., Niu, Z., Chen, H., Li, D., Wu, M., Zhao, W., 2016. Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system. Ecological Indicators, 67(2016), pp. 637-648, doi.org/10.1016/j.ecolind.2016.03.036.
    • (2016) Ecological Indicators , vol.67 , Issue.2016 , pp. 637-648
    • Li, W.1    Niu, Z.2    Chen, H.3    Li, D.4    Wu, M.5    Zhao, W.6
  • 12
    • 85041622504 scopus 로고    scopus 로고
    • Remote sensing of bark beetle damage in urban forests at individual tree level using a novel hyperspectral camera from UAV and aircraft
    • Näsi, R., Honkavaara, E., Blomqvist, M., Lyytikäinen-Saarenmaa, P., Hakala, T., Viljanen, N., Holopainen, M., 2018. Remote sensing of bark beetle damage in urban forests at individual tree level using a novel hyperspectral camera from UAV and aircraft. Urban Forestry & Urban Greening. 30(2018), pp. 72-83, doi.org/10.1016/j.ufug.2018.01.010.
    • (2018) Urban Forestry & Urban Greening , vol.30 , Issue.2018 , pp. 72-83
    • Näsi, R.1    Honkavaara, E.2    Blomqvist, M.3    Lyytikäinen-Saarenmaa, P.4    Hakala, T.5    Viljanen, N.6    Holopainen, M.7
  • 13
    • 84983413149 scopus 로고    scopus 로고
    • Geometric calibration of a hyperspectral frame camera
    • Oliveira, R.A., Tommaselli, A.M. and Honkavaara, E., 2016. Geometric calibration of a hyperspectral frame camera. The Photogrammetric Record, 31(155), pp. 325-347, doi.org/10.1111/phor.12153.
    • (2016) The Photogrammetric Record , vol.31 , Issue.155 , pp. 325-347
    • Oliveira, R.A.1    Tommaselli, A.M.2    Honkavaara, E.3
  • 14
    • 84995370911 scopus 로고    scopus 로고
    • Hyperspectral reflectance anisotropy measurements using a pushbroom spectrometer on an unmanned aerial vehicle - Results for barley, winter wheat, and potato
    • Roosjen, P., Suomalainen, J., Bartholomeus, H., Clevers, J., 2016. Hyperspectral Reflectance Anisotropy Measurements Using a Pushbroom Spectrometer on an Unmanned Aerial Vehicle - Results for Barley, Winter Wheat, and Potato. Remote Sensing, 8(11), 909, doi.org/10.3390/rs8110909.
    • (2016) Remote Sensing , vol.8 , Issue.11 , pp. 909
    • Roosjen, P.1    Suomalainen, J.2    Bartholomeus, H.3    Clevers, J.4
  • 15
    • 85040654514 scopus 로고    scopus 로고
    • Improved estimation of leaf area index and leaf chlorophyll content of a potato crop using multi-angle spectral data - Potential of unmanned aerial vehicle imagery
    • Roosjen, P.P.J., Brede, B., Suomalainen, J.M., Bartholomeus, H.M., Kooistra, L., Clevers, J.G.P.W, 2018. Improved estimation of leaf area index and leaf chlorophyll content of a potato crop using multi-angle spectral data - potential of unmanned aerial vehicle imagery. Int. J. Appl. Earth Obs. Geoinformation, 66(2018), pp. 14-26, doi.org/10.1016/j.jag.2017.10.012.
    • (2018) Int. J. Appl. Earth Obs. Geoinformation , vol.66 , Issue.2018 , pp. 14-26
    • Roosjen, P.P.J.1    Brede, B.2    Suomalainen, J.M.3    Bartholomeus, H.M.4    Kooistra, L.5    Clevers, J.G.P.W.6
  • 16
    • 0032732676 scopus 로고    scopus 로고
    • The use of the empirical line method to calibrate remotely sensed data to reflectance
    • Smith, G. M., and Milton., E. J., 1999. The use of the empirical line method to calibrate remotely sensed data to reflectance. International Journal of remote sensing, 20(13), pp. 2653-2662.
    • (1999) International Journal of Remote Sensing , vol.20 , Issue.13 , pp. 2653-2662
    • Smith, G.M.1    Milton, E.J.2
  • 17
    • 0022013286 scopus 로고
    • Simple equation to approximate the bidirectional reflectance from vegetative canopies and bare soil surfaces
    • Walthall, C. L., and Norman., J. M., Welles, J. M., Campbell, G., Blad, B. L., 1985. Simple equation to approximate the bidirectional reflectance from vegetative canopies and bare soil surfaces. Applied Optics, 24(3), pp. 383-387.
    • (1985) Applied Optics , vol.24 , Issue.3 , pp. 383-387
    • Walthall, C.L.1    Norman, J.M.2    Welles, J.M.3    Campbell, G.4    Blad, B.L.5
  • 18
    • 85022326693 scopus 로고    scopus 로고
    • The DOM generation and precise radiometric calibration of a UAV-mounted miniature snapshot hyperspectral imager
    • Yang, G., Li, C., Wang, Y., Yuan, H., Feng, H., Xu, B., Yang, X., 2017. The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager. Remote Sensing, 9(7), 642, doi.org/10.3390/rs9070642.
    • (2017) Remote Sensing , vol.9 , Issue.7 , pp. 642
    • Yang, G.1    Li, C.2    Wang, Y.3    Yuan, H.4    Feng, H.5    Xu, B.6    Yang, X.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.