2020 Plant Phenotyping and Imaging Research Centre Symposium: Flagship 3

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  • Опубліковано 3 гру 2024
  • The 2020 Plant Phenotyping and Imaging Research Centre (P2IRC) Symposium was held in the fall of 2020.
    The virtual event explored P2IRC’s flagship research programs, including Flagship 3: Deep Learning for Phenomics.
    P2IRC is a digital agriculture research centre funded by the Canada First Research Excellence Fund (CFREF), managed by the Global Institute for Food Security (GIFS) and located at the University of Saskatchewan (USask).
    Moderator
    Mark Eramian, USask
    Presenters
    Sindhuja Sankaran, Washington State University - 0:25 - Data mining and machine learning approaches for hyperspectral data analysis
    Hao Song, USask - 16:15 - Plant root occlusion prediction and completion using deep learning
    Tewodros Ayalew, USask - 21:03 - Unsupervised domain adaption for plant organ counting
    Nazifa Azam Khan, USask - 26:23 - A novel technique combining image processing, plant development properties and the Hungarian algorithm to improve leaf detection in maize
    Rim Lassoued, USask - 31:17 - Opportunities and challenges around integrating big data in agriculture
    C M Khaled Saifullah, USask - 35:48 - P2IRC data management repository and portal
    Questions and Answers - 40:35

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