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] Deep Learning in Plant Phenological Research: A Systematic Literature Review
    Katal, Negin
    Rzanny, Michael
    Maeder, Patrick
    Waeldchen, Jana
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [42] Plant image recognition with deep learning: A review
    Chen, Ying
    Huang, Yiqi
    Zhang, Zizhao
    Wang, Zhen
    Liu, Bo
    Liu, Conghui
    Huang, Cong
    Dong, Shuangyu
    Pu, Xuejiao
    Wan, Fanghao
    Qiao, Xi
    Qian, Wanqiang
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2023, 212
  • [43] Plant Disease Detection and Classification by Deep Learning
    Saleem, Muhammad Hammad
    Potgieter, Johan
    Arif, Khalid Mahmood
    PLANTS-BASEL, 2019, 8 (11):
  • [44] Plant Leaf Classification Based on Deep Learning
    Liu, Jiachun
    Yang, Shuqin
    Cheng, Yunling
    Song, Zhishuang
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 3165 - 3169
  • [45] Plant Leaf Detection and Disease Recognition using Deep Learning
    Militante, Sammy V.
    Gerardo, Bobby D.
    Dionisio, Nanette V.
    PROCEEDINGS OF THE 2019 IEEE EURASIA CONFERENCE ON IOT, COMMUNICATION AND ENGINEERING (ECICE), 2019, : 579 - 582
  • [46] Deep Learning for Automated Diagnosis of Plant Diseases: A Technological Approach
    Kumar, Ashok
    Kumar, Pankaj
    Suman, Kalpna
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (01) : 1 - 8
  • [47] Plant Disease Detection Using Deep Learning
    Bhatia, Gresha S.
    Ahuja, Pankaj
    Chaudhari, Devendra
    Paratkar, Sanket
    Patil, Akshaya
    SECOND INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS AND COMMUNICATION TECHNOLOGIES, ICCNCT 2019, 2020, 44 : 408 - 415
  • [48] A systematic review of machine learning and deep learning approaches in plant species detection
    Barhate, Deepti
    Pathak, Sunil
    Singh, Bhupesh Kumar
    Jain, Amit
    Dubey, Ashutosh Kumar
    SMART AGRICULTURAL TECHNOLOGY, 2024, 9
  • [49] Classification of Different Plant Species Using Deep Learning and Machine Learning Algorithms
    Chouhan, Siddharth Singh
    Singh, Uday Pratap
    Sharma, Utkarsh
    Jain, Sanjeev
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 136 (04) : 2275 - 2298
  • [50] Crop-saving with AI: latest trends in deep learning techniques for plant pathology
    Salman, Zafar
    Muhammad, Abdullah
    Piran, Md Jalil
    Han, Dongil
    FRONTIERS IN PLANT SCIENCE, 2023, 14