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Volumn , Issue , 2018, Pages 207-210

Integration of convolutional neural network and thermal images into soil moisture estimation

Author keywords

Convolutional Neural Network; Deep learning; Precision agriculture

Indexed keywords

CONVOLUTION; DEEP LEARNING; DEEP NEURAL NETWORKS; IMAGE RECOGNITION; INFRARED DETECTORS; INFRARED IMAGING; INFRARED RADIATION; MOISTURE DETERMINATION; NETWORK SECURITY; NEURAL NETWORKS; PRECISION AGRICULTURE; REGRESSION ANALYSIS; TEMPERATURE;

EID: 85048526760     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDIS.2018.00041     Document Type: Conference Paper
Times cited : (33)

References (9)
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    • McConnell, L.L.1    Kelly, I.D.2    Jones, R.L.3
  • 3
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    • [Retrieved: May 2017]
    • "Agricultural Applications, " http://www.gps.gov/applications/agriculture/, 2016, [Retrieved: May, 2017].
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  • 4
    • 84941946844 scopus 로고    scopus 로고
    • Artificial neural network model for soil moisture estimation at microwave frequency
    • Nov
    • R. R. Mohan, S. Mridula, and P. Mohanan, "Artificial Neural Network Model for Soil Moisture Estimation at Microwave Frequency, " Progress in Electromagnetics Research M., vol. 43, pp. 175-181, Nov. 2015.
    • (2015) Progress in Electromagnetics Research M , vol.43 , pp. 175-181
    • Mohan, R.R.1    Mridula, S.2    Mohanan, P.3
  • 5
    • 33747138965 scopus 로고    scopus 로고
    • A method for estimating the spatial distribution of soil moisture of arid microenvironments by close range thermal infrared imaging
    • I. Katra, D. G. Blumberg, H. Lavee, and P. Sarah, "A method for estimating the spatial distribution of soil moisture of arid microenvironments by close range thermal infrared imaging, " International Journal of Remote Sensing, vol. 27, no. 12, pp. 2599-2611, 2006. [Online]. Available: http://dx.doi.org/10.1080/01431160500522684
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.12 , pp. 2599-2611
    • Katra, I.1    Blumberg, D.G.2    Lavee, H.3    Sarah, P.4
  • 7
    • 84999053258 scopus 로고    scopus 로고
    • [Retrieved: March 2017]
    • "TensorFlow, " https://www.tensorflow.org/tutorials/, [Retrieved: March, 2017].
    • TensorFlow
  • 8
    • 85048522358 scopus 로고    scopus 로고
    • [Online]. Available: http://www.nvidia.com/content/geforce-gtx/NVIDIA-TITAN-X-User-Guide.pdf


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.