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

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Single Leaf Image Superresoution using NEDI Technique
PaperId: :  2450
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2450
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Antim PatelSigma Institute if Engineering

Abstract

Image Processing
Superresolution, Fast Curvature Based Interpolation (FCBI), New Edge Detection Interpolation (NEDI), Mean Square Root (MSE), Peak Signal to Noise Ratio (PSNR).
The concept of Superresolution is to increase the input image resolution. The paper focuses to study the two different iterative curvature based methods on single diseased leaf image having low resolution. For agricultural countries like India, Crop plays a vital role in country’s economic growth. Plants gets viral, bacterial or fungal diseases which have a significant reduction quantity as well as quality of agricultural products. The traditional approach of expert’s naked eye observation is time consuming. For this leaf identification system, leaf diseases detection system, plant diseases diagnosis system are developed which demands high resolution leaf images as input for better recognition rate. The cheapest solution is to use superresolution technique which is related in both with the statistical relationship between high resolution output and low resolution input images and with the human perception of image quality. However superresolution algorithms are being affected by artifacts such as over smoothed, jaggies, blurred or over sharped. Fast Curvature Based Interpolation (FCBI) Technique was proposed for this but results are not satisfactory. The paper have described ICBI: Iterative Curvature Based Interpolation combined with NEDI: New Edge Detection Interpolation which gives superresolved image for a single leaf image. Fine edges in SR images are preserved without applying complex mathematical algorithms based on wavelet, fast curvelet, etc. This concept can be useful for agricultural expert to help farmers for exact leaf disease detection and accurate remedial actions. The experimental result shows the best visible SR result of an infected leaf along with Mean Square Root (MSE) and Peak Signal to Noise Ratio (PSNR) statistical results.

Citations

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

IJARIIE Antim Patel. "Single Leaf Image Superresoution using NEDI Technique" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2534-2543
MLA Antim Patel. "Single Leaf Image Superresoution using NEDI Technique." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2534-2543.
APA Antim Patel. (2016). Single Leaf Image Superresoution using NEDI Technique. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2534-2543.
Chicago Antim Patel. "Single Leaf Image Superresoution using NEDI Technique." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2534-2543.
Oxford Antim Patel. 'Single Leaf Image Superresoution using NEDI Technique', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2534-2543. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Single_Leaf_Image_Superresoution_using_NEDI_Technique_ijariie2450.pdf (Accessed : 27 June 2018).
Harvard Antim Patel. (2016) 'Single Leaf Image Superresoution using NEDI Technique', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2534-2543IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Single_Leaf_Image_Superresoution_using_NEDI_Technique_ijariie2450.pdf (Accessed : 27 June 2018)
IEEE Antim Patel, "Single Leaf Image Superresoution using NEDI Technique," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2534-2543, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Single_Leaf_Image_Superresoution_using_NEDI_Technique_ijariie2450.pdf [Accessed : 27 June 2018].
Turabian Antim Patel. "Single Leaf Image Superresoution using NEDI Technique." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (27 June 2018).
Vancouver Antim Patel. Single Leaf Image Superresoution using NEDI Technique. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 27 June 2018]; 2(3) : 2534-2543. Available from: http://ijariie.com/AdminUploadPdf/Single_Leaf_Image_Superresoution_using_NEDI_Technique_ijariie2450.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 6/27/2018 10:45:53 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
12