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
  • [41] Plant disease classification using deep learning
    Akshai, K. P.
    Anitha, J.
    ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC), 2021, : 407 - 411
  • [42] Plant Leaf Classification Based on Deep Learning
    Liu, Jiachun
    Yang, Shuqin
    Cheng, Yunling
    Song, Zhishuang
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 3165 - 3169
  • [43] DEEP LEARNING FOR PLANT CLASSIFICATION IN PRECISION AGRICULTURE
    Mamani Diaz, Carlos A.
    Medina Castaneda, Edgar E.
    Mugruza Vassallo, Carlos A.
    2019 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, INFORMATICS AND ITS APPLICATIONS (IC3INA), 2019, : 9 - 13
  • [44] CNN algorithm for plant classification in deep learning
    Valarmathi, G.
    Suganthi, S. U.
    Subashini, V.
    Janaki, R.
    Sivasankari, R.
    Dhanasekar, S.
    MATERIALS TODAY-PROCEEDINGS, 2021, 46 : 3684 - 3689
  • [45] Deep Transfer Learning For Plant Center Localization
    Cai, Enyu
    Baireddy, Sriram
    Yang, Changye
    Crawford, Melba
    Delp, Edward J.
    2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2020), 2020, : 277 - 284
  • [46] Deep Learning for Plant Identification in Natural Environment
    Sun, Yu
    Liu, Yuan
    Wang, Guan
    Zhang, Haiyan
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2017, 2017
  • [47] Deep sleep maintains learning efficiency of the human brain (vol 8, 15405, 2017)
    Fattinger, Sara
    de Beukelaar, Toon T.
    Ruddy, Kathy L.
    Volk, Carina
    Heyse, Natalie C.
    Herbst, Joshua A.
    Hahnloser, Richard H. R.
    Wenderoth, Nicole
    Huber, Reto
    NATURE COMMUNICATIONS, 2018, 9
  • [48] TraineR: A crowd training platform for deep learning image labeling tasks
    Zhang, Guoming
    Zeng, Xianlu
    Hao, Xin
    Qin, Beibei
    Zhang, Yinsheng
    SOFTWARE IMPACTS, 2022, 14
  • [49] Plant Root Phenotyping Using Deep Conditional GANs and Binary Semantic Segmentation
    Thesma, Vaishnavi
    Mohammadpour Velni, Javad
    SENSORS, 2023, 23 (01)
  • [50] Plant Hormonomics: A Key Tool for Deep Physiological Phenotyping to Improve Crop Productivity
    Hirayama, Takashi
    Mochida, Keiichi
    PLANT AND CELL PHYSIOLOGY, 2023, 63 (12) : 1826 - 1839
12345