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 …

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 …

Deep belief network for solving the image quality assessment in full reference and no reference model

D Muthusamy, S Sathyamoorthy - Neural Computing and Applications, 2022 - Springer
Abstract Image Quality Assessment (IQA) is one of the essential problems in image
processing. The growth of natural image quality assessment methods has collected a large …

Deep Belief Structure Learning for Finger Vein Verification by Solving the Biometric Recognition Model

D Muthusamy, R Ponnusamy - 2022 - researchsquare.com
Vein authentication is a novel biometric method to authenticate the individuality of a person.
The conventional biometric technique employs shape images and exact segments of finger …