Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks (vol 8, 1190, 2017)

被引：5
|
作者：
Ubbens, Jordan R. [1 ]
Stavness, Ian [1 ]
机构：
[1] Univ Saskatchewan, Dept Comp Sci, Saskatoon, SK, Canada
来源：
FRONTIERS IN PLANT SCIENCE | 2018年 / 8卷
关键词：
phenotyping; deep learning; methods; computer vision; machine learning;
D O I：
10.3389/fpls.2017.02245
中图分类号：
Q94 [植物学];
学科分类号：
071001 ;
摘要：
引用
收藏
页数：1
相关论文
共 50 条
  • [31] Plant Disease Prediction using Deep Learning and IoT
    Gupta, Akash Kumar
    Gupta, Kishan
    Jadhav, Jayant
    Deolekar, Rugved V.
    Nerurkar, Amit
    Deshpande, Sachin
    PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2019, : 902 - 907
  • [32] Potato Plant Image Detection Based on Deep Learning
    Xia, Qiuyu
    Xu, Jingwen
    Zhao, Junfang
    Li, Ning
    Wu, Juncheng
    Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2016), 2016, 96 : 444 - 447
  • [33] AI-Driven Pheno-Parenting: A Deep Learning Based Plant Phenotyping Trait Analysis Model on a Novel Soilless Farming Dataset
    Hati, Anirban Jyoti
    Singh, Rajiv Ranjan
    IEEE ACCESS, 2023, 11 : 35298 - 35314
  • [34] Maize-IAS: a maize image analysis software using deep learning for high-throughput plant phenotyping
    Zhou, Shuo
    Chai, Xiujuan
    Yang, Zixuan
    Wang, Hongwu
    Yang, Chenxue
    Sun, Tan
    PLANT METHODS, 2021, 17 (01)
  • [35] Maize-IAS: a maize image analysis software using deep learning for high-throughput plant phenotyping
    Shuo Zhou
    Xiujuan Chai
    Zixuan Yang
    Hongwu Wang
    Chenxue Yang
    Tan Sun
    Plant Methods, 17
  • [36] AN INCREMENTAL LEARNING METHOD FOR CLASSIFICATION OF PLANT LEAVES USING DEEP LEARNING
    Prasad, P. Siva
    Senthilrajan, A.
    ADVANCES AND APPLICATIONS IN MATHEMATICAL SCIENCES, 2021, 20 (11): : 2607 - 2611
  • [37] The use of plant models in deep learning: an application to leaf counting in rosette plants
    Ubbens, Jordan
    Cieslak, Mikolaj
    Prusinkiewicz, Przemyslaw
    Stavness, Ian
    PLANT METHODS, 2018, 14
  • [38] RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures
    Yasrab, Robail
    Atkinson, Jonathan A.
    Wells, Darren M.
    French, Andrew P.
    Pridmore, Tony P.
    Pound, Michael P.
    GIGASCIENCE, 2019, 8 (11):
  • [39] The use of plant models in deep learning: an application to leaf counting in rosette plants
    Jordan Ubbens
    Mikolaj Cieslak
    Przemyslaw Prusinkiewicz
    Ian Stavness
    Plant Methods, 14
  • [40] From Organelle Morphology to Whole-Plant Phenotyping: A Phenotypic Detection Method Based on Deep Learning
    Liu, Hang
    Zhu, Hongfei
    Liu, Fei
    Deng, Limiao
    Wu, Guangxia
    Han, Zhongzhi
    Zhao, Longgang
    PLANTS-BASEL, 2024, 13 (09):
12345