Image-based Plant Diseases Detection using Deep Learning

被引：25
|
作者：
Panchal, Adesh V. [1 ]
Patel, Subhash Chandra [2 ]
Bagyalakshmi, K. [3 ]
Kumar, Pankaj [4 ]
Khan, Ihtiram Raza [5 ]
Soni, Mukesh [6 ]
机构：
[1] Department of Computer Science & Engineering, GEC Patan, India
[2] School of Computer Science and Engineering, VIT Bhopal University, Sehore, MP, Bhopal, India
[3] Electrical and Electronics Engineering, SRI Ranganathar Institute of Engineering and Technology, Coimbatore, India
[4] Department of Computer Science & Engineering, Institute of Engineering & Technology, Uttar Pradesh, Greater Noida, India
[5] Jamia Hamdard, Computer Science Department, Delhi, India
[6] Jagran Lakecity University, Bhopal, India
来源：
Materials Today: Proceedings | 2023年 / 80卷
关键词：
Compendex;
D O I：
10.1016/j.matpr.2021.07.281
中图分类号：
学科分类号：
摘要：
Crops
引用
收藏
页码：3500 / 3506
相关论文
共 50 条
  • [1] Using Deep Learning for Image-Based Plant Disease Detection
    Mohanty, Sharada P.
    Hughes, David P.
    Salathe, Marcel
    [J]. FRONTIERS IN PLANT SCIENCE, 2016, 7
  • [2] Deep Learning Model for Image-Based Plant Diseases Detection on Edge Devices
    Chaitra, S.
    Ghana, Satyajit
    Singh, Shikhar
    Poddar, Prachi
    [J]. 2021 6TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2021,
  • [3] Image-Based Detection of Plant Diseases: From Classical Machine Learning to Deep Learning Journey
    Khan, Rehan Ullah
    Khan, Khalil
    Albattah, Waleed
    Qamar, Ali Mustafa
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [4] Image-based ship detection using deep learning
    Lee, Sung-Jun
    Roh, Myung-Il
    Oh, Min-Jae
    [J]. OCEAN SYSTEMS ENGINEERING-AN INTERNATIONAL JOURNAL, 2020, 10 (04): : 415 - 434
  • [5] Deep Learning in Image-Based Plant Phenotyping
    Murphy, Katherine M.
    Ludwig, Ella
    Gutierrez, Jorge
    Gehan, Malia A.
    [J]. ANNUAL REVIEW OF PLANT BIOLOGY, 2024, 75 : 771 - 795
  • [6] A novel framework for image-based plant disease detection using hybrid deep learning approach
    Chug, Anuradha
    Bhatia, Anshul
    Singh, Amit Prakash
    Singh, Dinesh
    [J]. SOFT COMPUTING, 2023, 27 (18) : 13613 - 13638
  • [7] A novel framework for image-based plant disease detection using hybrid deep learning approach
    Anuradha Chug
    Anshul Bhatia
    Amit Prakash Singh
    Dinesh Singh
    [J]. Soft Computing, 2023, 27 : 13613 - 13638
  • [8] Using deep transfer learning for image-based plant disease identification
    Chen, Junde
    Chen, Jinxiu
    Zhang, Defu
    Sun, Yuandong
    Nanehkaran, Y. A.
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 173
  • [9] IMAGE-BASED SEAT BELT FASTNESS DETECTION USING DEEP LEARNING
    Kapdi, Rupal A.
    Khanpara, Pimal
    Modi, Rohan
    Gupta, Manish
    [J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2022, 23 (04): : 441 - 455
  • [10] Image-Based Surface Defect Detection Using Deep Learning: A Review
    Bhatt, Prahar M.
    Malhan, Rishi K.
    Rajendran, Pradeep
    Shah, Brual C.
    Thakar, Shantanu
    Yoon, Yeo Jung
    Gupta, Satyandra K.
    [J]. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2021, 21 (04)
12345