Automated recognition of optical image based potato leaf blight diseases using deep learning

被引：33
|
作者：
Chakraborty, Kulendu Kashyap [1 ]
Mukherjee, Rashmi [2 ]
Chakroborty, Chandan [3 ]
Bora, Kangkana [4 ]
机构：
[1] Girijananda Chowdhury Inst Management & Technol, Dept Comp Sci & Engn, Gauhati 781017, Assam, India
[2] Vidyasagar Univ, Raja Narendra Lal Khan Womens Coll Autonomous, Dept Bot UG & PG, Midnapore 721102, W Bengal, India
[3] Natl Inst Tech Teachers Training & Res, Dept Comp Sci & Engn, Kolkata 700106, W Bengal, India
[4] Cotton Univ, Dept Comp Sci & Informat Technol, Gauhati 781001, Assam, India
来源：
PHYSIOLOGICAL AND MOLECULAR PLANT PATHOLOGY | 2022年 / 117卷
关键词：
Potato leaf; Late blight; Early blight; Deep learning; Parameter tweaking;
D O I：
10.1016/j.pmpp.2021.101781
中图分类号：
Q94 [植物学];
学科分类号：
071001 ;
摘要：
The authors would also like to thank the editor in chief, associate editors and the reviewers of the journal for the time spent in reading/ handling the manuscript and for the useful comments. The third author acknowledges NITTTR Kolkata for providing support in terms of storing research data in the HPE Storage System [MSA 2060] related to this study.
引用
下载
收藏
页数：10
相关论文
共 50 条
  • [1] IMAGE RECOGNITION OF TYPICAL POTATO DISEASES AND INSECT PESTS USING DEEP LEARNING
    Chen, Liyong
    Yin, Xiuye
    FRESENIUS ENVIRONMENTAL BULLETIN, 2021, 30 (08): : 9956 - 9965
  • [2] Potato Leaf Diseases Detection Using Deep Learning
    Tiwari, Divyansh
    Ashish, Mritunjay
    Gangwar, Nitish
    Sharma, Abhishek
    Patel, Suhanshu
    Bhardwaj, Suyash
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 461 - 466
  • [3] Recognition of Plant Diseases by Leaf Image Classification Using Deep Learning Approach
    Goy, Sin Ying
    Chong, Yen Fook
    Teoh, Theng Kah Kelvin
    Lim, Chee Chin
    Vijean, Vikneswaran
    INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, ICOBE 2021, 2023, 2562
  • [4] Potato Leaves Blight Disease Recognition and Categorization Using Deep Learning
    Akther, Jesmin
    Nayan, Al-Akhir
    Harun-Or-Roshid, Muhammad
    ENGINEERING JOURNAL-THAILAND, 2023, 27 (09): : 27 - 38
  • [5] Intelligent Diagnosis of Potato Leaf Diseases using Deep Learning
    Harbola, Gaurav
    Rawat, Mabesh Singh
    Gupta, Amit
    Gupta, Richa
    2024 4TH INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND SOCIAL NETWORKING, ICPCSN 2024, 2024, : 372 - 377
  • [6] Image Recognition of Citrus Diseases Based on Deep Learning
    Liu, Zongshuai
    Xiang, Xuyu
    Qin, Jiaohua
    Ma, YunTan
    Zhang, Qin
    Xiong, Neal N.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (01): : 457 - 466
  • [7] Image recognition of citrus diseases based on deep learning
    Liu, Zongshuai
    Xiang, Xuyu
    Qin, Jiaohua
    Tan, Yun
    Zhang, Qin
    Xiong, Neal N.
    Computers, Materials and Continua, 2021, 66 (01): : 457 - 466
  • [8] Automatic Recognition of Plant Leaf Diseases Using Deep Learning (Multilayer CNN) and Image Processing
    Tusher, Abdur Nur
    Islam, Md. Tariqul
    Sammy, Mst. Sakira Rezowana
    Hasna, Shornaly Akter
    Chakraborty, Narayan Ranjan
    THIRD INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND CAPSULE NETWORKS (ICIPCN 2022), 2022, 514 : 130 - 142
  • [9] Image recognition of four rice leaf diseases based on deep learning and support vector machine
    Jiang, Feng
    Lu, Yang
    Chen, Yu
    Cai, Di
    Li, Gongfa
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 179
  • [10] Image recognition of four rice leaf diseases based on deep learning and support vector machine
    Jiang F.
    Lu Y.
    Chen Y.
    Cai D.
    Li G.
    Computers and Electronics in Agriculture, 2020, 179
12345