An Improved Deep Convolutional Neural Network for Image-Based Apple Plant Leaf Disease Detection and Identification

被引:0
|
作者
Mahato, Dharmendra Kumar [1 ]
Pundir, Amit [2 ]
Saxena, Geetika Jain [2 ]
机构
[1] Department of Electronic Science, Babasaheb Bhimrao Ambedkar Bihar University, Bihar, India
[2] Department of Electronics, Maharaja Agrasen College, University of Delhi, Delhi, India
关键词
Neural network models;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:975 / 987
相关论文
共 50 条
  • [41] Classification of Plant Leaf Diseases Based on Improved Convolutional Neural Network
    Hang, Jie
    Zhang, Dexiang
    Chen, Peng
    Zhang, Jun
    Wang, Bing
    SENSORS, 2019, 19 (19)
  • [42] A Novel Identification Method for Apple (Malus domestica Borkh.) Cultivars Based on a Deep Convolutional Neural Network with Leaf Image Input
    Liu, Chengzhong
    Han, Junying
    Chen, Baihong
    Mao, Juan
    Xue, Zhengxu
    Li, Shunqiang
    SYMMETRY-BASEL, 2020, 12 (02):
  • [43] Water Wheel Plant Dingo Optimizer enabled Deep Convolutional Neural Network for disease detection using hyperspectral leaf image
    Swaraj, S.
    Aparna, S.
    INFRARED PHYSICS & TECHNOLOGY, 2024, 142
  • [44] Image-Based Detection of Adulterants in Milk Using Convolutional Neural Network
    Mamgain, Adhyayan
    Kumar, Virkeshwar
    Dash, Susmita
    ACS OMEGA, 2024, 9 (25): : 27158 - 27168
  • [45] PaddyNet: An Improved Deep Convolutional Neural Network for Automated Disease Identification on Visual Paddy Leaf Images
    Petchiammal, A.
    Murugan, D.
    Kiruba, S. Briskline
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (06) : 1141 - 1149
  • [46] Detection of plant leaf diseases using deep convolutional neural network models
    Singla, Puja
    Kalavakonda, Vijaya
    Senthil, Ramalingam
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (24) : 64533 - 64549
  • [47] Indoor Human Detection Based on Convolutional Neural Network and Image-based Processing
    Yang, Junhua
    Bai, Guodong
    Lu, Jingyu
    2024 6TH INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING, ICNLP 2024, 2024, : 619 - 623
  • [48] Grape Leaf Disease Identification Using Improved Deep Convolutional Neural Networks
    Liu, Bin
    Ding, Zefeng
    Tian, Liangliang
    He, Dongjian
    Li, Shuqin
    Wang, Hongyan
    FRONTIERS IN PLANT SCIENCE, 2020, 11
  • [49] Kiwifruit Leaf Disease Identification Using Improved Deep Convolutional Neural Networks
    Liu, Bin
    Ding, Zefeng
    Zhang, Yun
    He, Dongjian
    He, Jinrong
    2020 IEEE 44TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2020), 2020, : 1267 - 1272
  • [50] A NOVEL METHOD OF MAIZE LEAF DISEASE IMAGE IDENTIFICATION BASED ON A MULTICHANNEL CONVOLUTIONAL NEURAL NETWORK
    Lin, Z.
    Mu, S.
    Shi, A.
    Pang, C.
    Sun, X.
    TRANSACTIONS OF THE ASABE, 2018, 61 (05) : 1461 - 1474