Plant leaf disease detection using hybrid feature extraction techniques H. R. Chetan, G. S. Rajanna, G. Nandini, K. C. Santosh, B. H. Puneeth, K. S. Gururaj, B. R. Sreenivasa, M. S. Abdul Razak Archives of Phytopathology and Plant Protection, 2024 Excessive yield losses are due to delayed identification of leaf diseases, resulting in lower farmer revenue. To address this, early and precise detection methods are crucial. Sunflower, a vital commercial crop in India for edible oil production, faces issues like leaf blight, downy mildew, powdery mildew, and leaf spot. Our research aims to create an algorithm that effectively identifies these diseases using hybrid feature extraction techniques. We compiled sunflower leaf images from village databases and farm visits. Initially, color images were converted to grayscale, and the noise was reduced using Gaussian filtering during image pre-processing. Disease-affected areas were segmented using edge-based approaches. Hybrid feature extraction was then employed to encompass color and texture-related attributes. The K-Nearest Neighbors (KNN) algorithm facilitated disease classification. The proposed algorithm’s performance was benchmarked against SVM, RF and DT classifiers. Remarkably, our algorithm achieved exceptional accuracy: 98% for leaf blight, 97.3% for downy mildew, 95% for powdery mildew, and 96.5% for leaf spot detection. These results underscore the algorithm’s effectiveness in combating plant diseases and enhancing agricultural productivity.
Performance analysis of cryptography algorithms for implementation of secured cloud based online voting system Karanam Subramanyam Gururaj, Kampalappa Thippeswamy Bulletin of Electrical Engineering and Informatics, 2023 Any democratic country intends to conduct the elections in a smooth and fair manner such all the citizens of the country participate and elect their leader who can involve himself/herself for the development of the country. Inspite of wide publicity and measures taken for ensuring the participation of all the citizens in the election process, most of the countries are unable achieve 100% voting rate in elections. Among the many reasons for reduction in voting rate, migration of the voters is one of the major reasons for reduction in voting rate. Even though technology and online services have been used in almost all the aspects of day-to-day activities, online features have not been utilized in the process of voting during elections. This paper tries to analyze the performance of the cloud based secured framework by implementing it using PHP and mySQL. Security of the framework is implemented using rivest shamir adleman (RSA), advanced encryption standard (AES) and Blowfish cryptography algorithms.
Cloud based secured framework for implementation of online voting system K S Gururaj, Dr K Thippeswamy Indonesian Journal of Electrical Engineering and Computer Science, 2019 <p>Accessing and Utilization of data and information from remote location is one of the major requirements of present world. Due to the increase in the requirement of the data access from remote locations, challenges in the enhancement of technology based systems also have increased proportionately. Technology based solution for accessibility of remote data with available infrastructure is the need of the hour. Implementation of technology based solutions for the challenges may be expensive due to the current technical limitations. In this paper, we have attempted to design a secured cloud based framework for Online Voting System and analyzed its performance based on the three cryptographic algorithms namely Blowfish, AES and RSA.</p>
Plant leaf disease detection using hybrid feature extraction techniques C H.R., R G.S., N G., S K.C., P B.H., G K.S., S B.R., A Raz... Archives of Phytopathology and Plant Protection 57, 200-218 , 2024 2024.0 Citations: 4
Performance analysis of cryptography algorithms for implementation of secured cloud based online voting system KS Gururaj, K Thippeswamy Bulletin of Electrical Engineering and Informatics 12 (5), 3067-3074 , 2023 2023.0
Performance Analysis Of Learning Capabilities Of Students In Ambient Atmosphere Using Bci RS Dr. Gururaj K S, Ananya M D, Nagashree P, Nireekshitha R International Advanced Research Journal in Science, Engineering and … , 2023 2023.0
An Optimization Technique is Designed to Enhance the Performance of the Metro Rail System D Pattan, AM Amaresh, K Padmaja, KS Gururaj SN Computer Science 4 (3), 294 , 2023 2023.0 Citations: 1
Design and analysis of sixth-generation (6G) microstrip patch antenna J Jayanth, M Mahadevaswamy, R Shreehansa, KS Gururaj, HK Ravikiran SN Computer Science 4 (2), 153 , 2023 2023.0 Citations: 8
Antenna gain improvement for Wi-Fi applications using parasitic patch J Jayanth, HK Ravikiran, M Shivakumar, M Mahadevaswamy, KS Gururaj SN Computer Science 4 (2), 97 , 2022 2022.0 Citations: 7
Automated Detection of PCOS using Follicle Recognition Techniques GKS Zuha Azmi, Vishwesh J, Madhu M Nayak International Journal of Engineering Research & Technology (IJERT) 10 (11 … , 2022 2022.0
Cloud Based Secured Framework for implementation of Online Voting System KS Gururaj, K Thippeswamy Indonesian Journal of Electrical Engineering and Computer Science 15 (No. 1 … , 2019 2019.0 Citations: 4
Computing model to analyze voting rate failure in election system using correlation techniques KS Gururaj, K Thippeswamy Recent Findings in Intelligent Computing Techniques: Proceedings of the 5th … , 2018 2018.0 Citations: 1
Secured Data Sharing and Access Control for Cloud Computing Systems using CP-ABE Algorithm with Verifiable Delegation GKS Kavya P, Manjula S, Neethu kuwar, Nikitha R 3rd National Conference on Image Processing, Computing, Communication … , 2018 2018.0
Localized Secure Examination Printing Service with Remote Locking D Harshitha, R Kavya, M Lavanya, G Komal, KS Gururaj 3rd National Conference on Image Processing, Computing, Communication … , 2018 2018.0
Naïve bayes model for analysis of voting rate failure in election system KS Gururaj, K Thippeswamy International Journal on Recent and Innovation Trends in Computing and … , 2018 2018.0 Citations: 2
IJCSBI. ORG S Ghazanfari, H Naderi, P Lathasree, AA Pashilkar, SV Ahamed, ... 2015.0
Designing Online Voting System for General Elections GKS M C Lavanya International Journal of Applied Engineering Research 10 (48), 32583-32589 , 2015 2015.0
GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES KS Gururaj, K Thippeswamy
AN ANALYSIS: NEED OF TECHNOLOGY IN VOTING SYSTEM KT Gururaj K S GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES, 608-612 , 0
A Novel Approach for Recommending Items based on Association Rule Mining MS Vasundhara, KS Gururaj
MOST CITED SCHOLAR PUBLICATIONS
Design and analysis of sixth-generation (6G) microstrip patch antenna J Jayanth, M Mahadevaswamy, R Shreehansa, KS Gururaj, HK Ravikiran SN Computer Science 4 (2), 153 , 2023 2023.0 Citations: 8
Antenna gain improvement for Wi-Fi applications using parasitic patch J Jayanth, HK Ravikiran, M Shivakumar, M Mahadevaswamy, KS Gururaj SN Computer Science 4 (2), 97 , 2022 2022.0 Citations: 7
Plant leaf disease detection using hybrid feature extraction techniques C H.R., R G.S., N G., S K.C., P B.H., G K.S., S B.R., A Raz... Archives of Phytopathology and Plant Protection 57, 200-218 , 2024 2024.0 Citations: 4
Cloud Based Secured Framework for implementation of Online Voting System KS Gururaj, K Thippeswamy Indonesian Journal of Electrical Engineering and Computer Science 15 (No. 1 … , 2019 2019.0 Citations: 4
Naïve bayes model for analysis of voting rate failure in election system KS Gururaj, K Thippeswamy International Journal on Recent and Innovation Trends in Computing and … , 2018 2018.0 Citations: 2
An Optimization Technique is Designed to Enhance the Performance of the Metro Rail System D Pattan, AM Amaresh, K Padmaja, KS Gururaj SN Computer Science 4 (3), 294 , 2023 2023.0 Citations: 1
Computing model to analyze voting rate failure in election system using correlation techniques KS Gururaj, K Thippeswamy Recent Findings in Intelligent Computing Techniques: Proceedings of the 5th … , 2018 2018.0 Citations: 1
Performance analysis of cryptography algorithms for implementation of secured cloud based online voting system KS Gururaj, K Thippeswamy Bulletin of Electrical Engineering and Informatics 12 (5), 3067-3074 , 2023 2023.0
Performance Analysis Of Learning Capabilities Of Students In Ambient Atmosphere Using Bci RS Dr. Gururaj K S, Ananya M D, Nagashree P, Nireekshitha R International Advanced Research Journal in Science, Engineering and … , 2023 2023.0
Automated Detection of PCOS using Follicle Recognition Techniques GKS Zuha Azmi, Vishwesh J, Madhu M Nayak International Journal of Engineering Research & Technology (IJERT) 10 (11 … , 2022 2022.0
Secured Data Sharing and Access Control for Cloud Computing Systems using CP-ABE Algorithm with Verifiable Delegation GKS Kavya P, Manjula S, Neethu kuwar, Nikitha R 3rd National Conference on Image Processing, Computing, Communication … , 2018 2018.0
Localized Secure Examination Printing Service with Remote Locking D Harshitha, R Kavya, M Lavanya, G Komal, KS Gururaj 3rd National Conference on Image Processing, Computing, Communication … , 2018 2018.0
IJCSBI. ORG S Ghazanfari, H Naderi, P Lathasree, AA Pashilkar, SV Ahamed, ... 2015.0
Designing Online Voting System for General Elections GKS M C Lavanya International Journal of Applied Engineering Research 10 (48), 32583-32589 , 2015 2015.0
GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES KS Gururaj, K Thippeswamy
AN ANALYSIS: NEED OF TECHNOLOGY IN VOTING SYSTEM KT Gururaj K S GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES, 608-612 , 0
A Novel Approach for Recommending Items based on Association Rule Mining MS Vasundhara, KS Gururaj