A Review on Plant Disease Detection Using Hyperspectral Imaging

被引：7
|
作者：
Rayhana, Rakiba [1 ]
Ma, Zhenyu [1 ]
Liu, Zheng [1 ]
Xiao, Gaozhi [2 ]
Ruan, Yuefeng [3 ]
Sangha, Jatinder S. [3 ]
机构：
[1] University of British Columbia, School of Engineering, Kelowna,BC,V1V 1V7, Canada
[2] National Research Council Canada, Advanced Electronics and Photonics Research Center, Ottawa,ON,K1A 0R6, Canada
[3] Swift Current Research and Development Centre, Agriculture and Agri-Food Canada, Swift Current,SK,S9H 3X2, Canada
来源：
IEEE Transactions on AgriFood Electronics | 2023年 / 1卷 / 02期
关键词：
D O I：
10.1109/TAFE.2023.3329849
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：108 / 134
相关论文
共 50 条
  • [1] Plant Disease Detection using Hyperspectral Imaging
    Moghadam, Peyman
    Ward, Daniel
    Goan, Ethan
    Jayawardena, Srimal
    Sikka, Pavan
    Hernandez, Emili
    2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA), 2017, : 384 - 391
  • [2] Early Detection of Plant Viral Disease Using Hyperspectral Imaging and Deep Learning
    Nguyen, Canh
    Sagan, Vasit
    Maimaitiyiming, Matthew
    Maimaitijiang, Maitiniyazi
    Bhadra, Sourav
    Kwasniewski, Misha T.
    SENSORS, 2021, 21 (03) : 1 - 23
  • [3] Raspberry plant stress detection using hyperspectral imaging
    Williams, Dominic
    Karley, Alison
    Britten, Avril
    McCallum, Susan
    Graham, Julie
    PLANT DIRECT, 2023, 7 (03)
  • [4] Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective
    Stefan Thomas
    Matheus Thomas Kuska
    David Bohnenkamp
    Anna Brugger
    Elias Alisaac
    Mirwaes Wahabzada
    Jan Behmann
    Anne-Katrin Mahlein
    Journal of Plant Diseases and Protection, 2018, 125 : 5 - 20
  • [5] Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective
    Thomas, Stefan
    Kuska, Matheus Thomas
    Bohnenkamp, David
    Brugger, Anna
    Alisaac, Elias
    Wahabzada, Mirwaes
    Behmann, Jan
    Mahlein, Anne-Katrin
    JOURNAL OF PLANT DISEASES AND PROTECTION, 2018, 125 (01) : 5 - 20
  • [6] A review of imaging techniques for plant disease detection
    Singh, Vijai
    Sharma, Namita
    Singh, Shikha
    ARTIFICIAL INTELLIGENCE IN AGRICULTURE, 2020, 4 : 229 - 242
  • [7] Plant classification for weed detection using hyperspectral imaging with wavelet analysis
    Okamoto, Hiroshi
    Murata, Tetsuro
    Kataoka, Takashi
    Hata, Shun-Ichi
    WEED BIOLOGY AND MANAGEMENT, 2007, 7 (01) : 31 - 37
  • [8] A review of hyperspectral image analysis techniques for plant disease detection and identification
    Chelhkova, A. F.
    VAVILOVSKII ZHURNAL GENETIKI I SELEKTSII, 2022, 26 (02): : 202 - 213
  • [9] Characterization and digital aberration correction of a hyperspectral imaging system for plant disease detection
    Zabic, Miroslav
    Jose, Lijin
    Landes, Timm
    Fritz, Jan-Michael
    Weisheit, Inga
    Heinemann, Dag
    PHOTONIC INSTRUMENTATION ENGINEERING X, 2023, 12428
  • [10] Current State of Hyperspectral Remote Sensing for Early Plant Disease Detection: A Review
    Terentev, Anton
    Dolzhenko, Viktor
    Fedotov, Alexander
    Eremenko, Danila
    SENSORS, 2022, 22 (03)
12345