Search Results - "Senthil Pandi, S."

Rice plant disease classification using dilated convolutional neural network with global average pooling by Senthil Pandi, S, Senthilselvi, A, Gitanjali, J, ArivuSelvan, K, Gopal, Jagadeesh, Vellingiri, J

“…•Learning-based algorithms in plant leaf disease recognition can help to avoid the drawbacks of artificially selecting disease spot features, increase the…”
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Artificial Humming Bird Optimization–Based Hybrid CNN-RNN for Accurate Exudate Classification from Fundus Images by E, Dhiravidachelvi, S, Senthil Pandi, R, Prabavathi, C, Bala Subramanian

“…Diabetic retinopathy is the predominant cause of visual impairment in diabetes patients. The early detection process can prevent diabetes patients from severe…”
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An optimal self adaptive deep neural network and spine‐kernelled chirplet transform for image registration by Senthil Pandi, S., Senthilselvi, A., Maragatharajan, M., Manju, I.

“…Summary Image registration is one of the image processing techniques that align more than two images of a similar scene captured under different perspectives…”
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Fuzzy logic and CPSO-optimized key management for secure communication in decentralized IoT networks: A lightweight solution by Vellingiri, J., Vedhavathy, T.R., Senthil Pandi, S., Bala Subramanian, C.

“…The act of implementing specific measures to ensure the security of cryptographic keys within an organization is referred to as key management. Securing…”
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OESV-KRF: Optimal ensemble support vector kernel random forest based early detection and classification of skin diseases by Kalpana, B., Reshmy, A.K., Senthil Pandi, S., Dhanasekaran, S.

“…•Segmented images into respective diseased classes by analyzing feature characteristics.•ESVMKRF model are automatically tuned using HEAO…”
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Human Activity Recognitions in Handheld Devices Using Random Forest Algorithm by Kumar, P, Senthil Pandi, S, Kumaragurubaran, T, Rahul Chiranjeevi, V

“…Human activity recognition (HAR) using embedded sensors are a rapidly developing topic with several uses, such as fitness tracking, health monitoring, and…”
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LBO-MPAM: Ladybug Beetle Optimization-based multilayer perceptron attention module for segmenting the skin lesion and automatic localization by V, Sellam, Natrajan, Kannan, S, Senthil Pandi, K, Sathish Kumar

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Design and Analysis of Linear Phase Finite Impulse Response Filter Using Water Strider Optimization Algorithm in FPGA by Karthick, R., Senthilselvi, A., Meenalochini, P., Senthil Pandi, S.

“…In this manuscript, an optimal linear phase finite impulse response (FIR) filter is designed using water strider optimization algorithm and implemented in the…”
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Self-attention-based generative adversarial network optimized with color harmony algorithm for brain tumor classification by S, Senthil Pandi, A, Senthilselvi, T, Kumaragurubaran, S, Dhanasekaran

“…This paper proposes a novel approach, BTC-SAGAN-CHA-MRI, for the classification of brain tumors using a SAGAN optimized with a Color Harmony Algorithm. Brain…”
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A Novel Approach to Detect COVID using DenseNet Architecture by Pandi, S. Senthil, Deepak Kumar, K., Senthilselvi, A., Ramani, D. Roja

“…Evolution of machine learning and deep learning approaches, and novel anatomical and functional imaging modalities have resulted in several computer-aided…”
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Advancing IoT security with flame: A hybrid approach combining fuzzy logic and artificial lizard search optimization by S, Senthil Pandi, D, Roja Ramani, A, Senthilselvi, S, Dhanasekaran, B, Kalpana, N, Alangudi Balaji

“…•FLAME: Fuzzy-based lightweight authentication and management of encryption.•Utilizes fuzzy logic to assess security degree in IoT environments.•Artificial…”
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Correction to: Fuzzy logic and CPSO-optimized key management for secure communication in decentralized IoT networks: A lightweight solution by Vellingiri, J., Vedhavathy, T.R., Senthil Pandi, S., Bala Subramanian, C.

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Enhancing image classification using adaptive convolutional autoencoder-based snow avalanches algorithm by Dhiravidachelvi, E., Devadas, T. Joshva, Kumar, P. J. Sathish, Pandi, S. Senthil

“…The disease that causes a large number of deaths annually across the world is brain cancer and it has become an important research topic in the field of…”
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Residual Network (ResNet) Based Deep Learning Method for Detection and Classification of Accidents in Surveillance Scenes by V, Rahul Chiranjeevi, S, Senthil Pandi, Sebastian, Livia Mary, M, Manjusree

“…Road accidents have become a major cause of death worldwide. Common causes of these accidents include speeding, driving while intoxicated, and unpredictable…”
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CNN and Edge-Based Segmentation for the Identification of Medicinal Plants by P, Kumar, S, Vinod Kumar, S, Senthil Pandi

“…In Ayurveda, traditional and herbal medicine industries, it is of the utmost importance to precisely identify the appropriate medicinal plants used in the…”
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A Novel Approach to Detect Face Fraud Detection Using Artificial Intelligence by Senthil Pandi, S, Monesh, M.S., Lingesh, B.

“…The main aim of this research is to identify and prevent fraudulent activities which can be achieved through AI related to facial recognition systems. Nowadays…”
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A Comparative Analysis on the Prediction of Heart Failure using Machine Learning Algorithms by S, Senthil Pandi, T, Kumaragurubaran, M, Jaeyalakshmi, Sheriff, Muqaddam Aaqil

“…The primary signs and symptoms of cardiovascular diseases, which kill over 17 million people yearly, are heart failure and myocardial infarctions. When the…”
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Sentimental Analysis for Social Media Platform Based on Trend Analysis by T, Kumaragurubaran, Ragavender, T. S., Pandi S, Senthil, Naresh, G.

“…Social media platform is one of the most preferable domains of the people of the society where people are primarily using it for the communication, digital…”
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Projection of Plant Leaf Disease Using Support Vector Machine Algorithm by S, Senthil Pandi, P, Kumar, T A, Salman Latheef

“…These worries may be lessened with the use of an automated system. The three most prevalent ailments of turmeric leaves-Leaf blast, Bacterial blight, and Brown…”
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Automatic Lung Disease Detection and Diagnosis Using Optimized Fuzzy Filter and Deep Learning Method by S, Senthil Pandi, S, Kanimozhi, V, Rahul Chiranjeevi, M, Ishwarya

“…Corona Virus Disease (COVID-19) is a life-threatening disease that was found in December of 2019 in Wuhan, China. A quick prediction can isolate infected…”
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