Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.3

Submission
Last date
28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES
PaperId: :  1300
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 4 2015
DUI:    16.0415/IJARIIE-1300
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Abhang Deepali BalasahebSanjivani Rural Education Society's, College Of Engineering, Kopargaon
Autade Pallavi BalasahebSanjivani Rural Education Society's, College Of Engineering, Kopargaon
Autade Prajyot SatishSanjivani Rural Education Society's, College Of Engineering, Kopargaon
Bhokare Sapna Pabhakar, Dawange Pooja DevramSanjivani Rural Education Society's, College Of Engineering, Kopargaon

Abstract

Computer Engineering
Pre-processing, Color feature, Texture feature, K-means and Support Vector Machine
Diseases on plants lead to an increased loss in quality and quantity of agricultural crops around the world. So method to identify the disease plays an important role in disease management. Detecting disease from image is more efficient than visiting the farm. But image contains more complex information which human eye can extract and understand after years of training. This article introduces one approach to detect diseases on cotton leaf using cotton leaf image. In this article, we are focusing on cotton leaf instead of focusing on whole cotton plant. There are different types of diseases on cotton leaf with different pattern of color in each disease. Comparing image directly with another image is not an efficient way of disease detection. So the proposed system includes three main phases that are Pre-processing, Feature Extraction and Classification. In pre-processing phase image is blurred and converted into Gray color scale from RGB color scale. Next, in feature extraction phase, color feature and texture features are extracted. Since color feature and texture feature are the most important features that describe the cotton images, the proposed system uses Color Coherent Vectors (CCV) for color feature extraction and Entropy, Local Range, Standard Deviation for texture feature extraction. Using k-means clustering algorithm different clusters are formed. Finally Support Vector Machine (SVM) classifier is used to train dataset during training phase and to identify disease by comparing extracted features with trained dataset during testing phase. After detection of disease, solution for the disease is provided to the user.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. "A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 4 2015 Page 236-243
MLA Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. "A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES." International Journal Of Advance Research And Innovative Ideas In Education 1.4(2015) : 236-243.
APA Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, & Bhokare Sapna Pabhakar, Dawange Pooja Devram. (2015). A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES. International Journal Of Advance Research And Innovative Ideas In Education, 1(4), 236-243.
Chicago Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. "A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 4 (2015) : 236-243.
Oxford Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. 'A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, 2015, p. 236-243. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_SURVEY_ON__ANALYSIS_AND_DETECTION_OF_DISEASE_ON_COTTON_LEAVES_ijariie1300_volume_1_14_page_236_243.pdf (Accessed : 02 December 2018).
Harvard Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. (2015) 'A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES', International Journal Of Advance Research And Innovative Ideas In Education, 1(4), pp. 236-243IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON__ANALYSIS_AND_DETECTION_OF_DISEASE_ON_COTTON_LEAVES_ijariie1300_volume_1_14_page_236_243.pdf (Accessed : 02 December 2018)
IEEE Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram, "A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, pp. 236-243, Sep-Oct 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON__ANALYSIS_AND_DETECTION_OF_DISEASE_ON_COTTON_LEAVES_ijariie1300_volume_1_14_page_236_243.pdf [Accessed : 02 December 2018].
Turabian Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. "A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 4 (02 December 2018).
Vancouver Abhang Deepali Balasaheb, Autade Pallavi Balasaheb, Autade Prajyot Satish, and Bhokare Sapna Pabhakar, Dawange Pooja Devram. A SURVEY ON, ANALYSIS AND DETECTION OF DISEASE ON COTTON LEAVES. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 02 December 2018]; 1(4) : 236-243. Available from: https://ijariie.com/AdminUploadPdf/A_SURVEY_ON__ANALYSIS_AND_DETECTION_OF_DISEASE_ON_COTTON_LEAVES_ijariie1300_volume_1_14_page_236_243.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 12/2/2018 9:43:23 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
NEXT-GENERATION FIREWALLS: ADVANCING NETWORK SECURITY TO COMBAT EVOLVING AND SOPHISTICATED CYBER THREATSSecurity Network EngineerVenkata Surya Teja Gollapalli Download
Swarm Intelligence-Driven Adaptive Scheduling with Fuzzy Logic-Based Real-Time Optimization for Smart HospitalsComputer ScienceVisrutatma Rao Vallu Download
Enhancing E-Commerce Transaction Security with Big Data Analytics in Cloud ComputingCloud ComputingRajani Priya Nippatla Download
AI-Assisted Fabrication of Functionalized Nanoparticles for Infectious Disease Treatmentmachine learningNandan Kumar Download
Deep Neural Networks for Enhancing Nanoparticle Drug Release Kineticsmachine learningPavan Gowda Download
Multiscale Modelling of Nano-Drug Interactions Using Artificial Intelligencemachine learningSandhya. S Download
AI-Powered Control Systems for Nanobots in Microbial Infection Zonesmachine learningPavan T.K Download
AI-Driven Discovery of Nanostructures That Disrupt Antibiotic-Resistant Biofilmsmachine learningManohar Jain Download
AI-Enhanced Biosensors for Real-Time Detection of Pathogens Using Nanomaterialsmachine learningFaisal Ahmed Download
Integrating Deep Learning with Nanotechnology for Virus Detectionmachine learningAkash Kumar Download
Predictive Modelling of Nanoparticle Interactions with the Human Microbiomemachine learningDr. Altaf Hussain Download
AI-Driven Optimization of Nanoparticle-Based Gene Delivery SystemsArtificial Intelligence (AI)Akshay Gowda Download
Crowd Density Prediction using Deep LearningComputer Science and EngineeringAbdul Jabbar Shaikh Download
HOMIGO – A FULL-STACK APPLICATIONComputer EngineeringProf. Somashekhar B M Download
Soldier Health Monitoring & Surveillance Robot using War field using IOTComputer EngineeringProf. Seema firdose Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.