Trilateral Filterative Hermitian feature transformed deep perceptive fuzzy neural network for finger vein verification

D Muthusamy, P Rakkimuthu - Expert Systems with Applications, 2022 - Elsevier
Automated person recognition is an essential field to preserve individual privacy in
biometrics. A conventional system performs the recognition, but inaccurate detection of …

Steepest deep bipolar cascade correlation for finger-vein verification

D Muthusamy, P Rakkimuthu - Applied Intelligence, 2022 - Springer
Finger-vein verification is a considerable problem to be addressed in a biometric system. A
lot of research works have been intended for finger-vein authentication with aid of diverse …

Feature Sampling based on Multilayer Perceptive Neural Network for image quality assessment

D Muthusamy, S Sathyamoorthy - Engineering Applications of Artificial …, 2023 - Elsevier
Image quality assessment (IQA) has a vital issue in image processing to measure the
perceptual quality of the image. This aims at the human visual system (HVS) by viewing for …

intelligent adaptive Anisotropic Diffusion filtered Deep Neural Network with Gaussian Activation For Image Classification

GD Praveenkumar, R Nagaraj - 2022 6th International …, 2022 - ieeexplore.ieee.org
This paper presents a novel adaptive anisotropic diffusion filtered deep neural network
(AADF-DNN) model for achieving effective image classification with increase the accuracy …

Machine Transfer Learning Deep Softmax Regression Neural Network for Image Classification

GD Praveenkumar, D Muthusamy - Inventive Communication and …, 2022 - Springer
Image classification is a major topic in image processing. Conventional algorithm had the
major drawback of vanishing gradient problem with stochastic descent algorithm; to …

Image-based Quality Identification of Black Soybean (Glycine soja) Using Convolutional Neural Network

NH Ramadhan, A Hidayat - Industria: Jurnal Teknologi dan …, 2023 - industria.ub.ac.id
Permasalahan yang dihadapi dalam identifikasi mutu kedelai hitam adalah kualitas
penilaian yang tidak konsisten dan membutuhkan waktu yang relatif lama. Penelitian ini …

[PDF][PDF] Deep Convolutional Neural Network Based Extreme Learning Machine Image Classification

GD Praveenkumar, R Nagaraj - International Journal of Scientific …, 2021 - academia.edu
In this paper, we introduce a new deep convolutional neural network based extreme
learning machine model for the classification task in order to improve the network's …

Image-based quality identification of black soybean (Glycine soja) using convolutional neural network.

M Effendi, NH Ramadhan, A Hidayat - 2023 - cabidigitallibrary.org
The problem faced in identifying the quality of black soybeans is that the quality of the
assessment is inconsistent and it takes a relatively long time. This study aims to determine …

Meta-Heuristics–Fireflies Correlated Algorithm for Optimized Routing in Manets

M Ilango, AV Senthil Kumar, B Kumar - Inventive Communication and …, 2022 - Springer
The transmission of data from a source to a destination node is examined in this article.
Existing binomial logistic regression (BLR-OR) routing algorithm is employed to effectively …