Classification of pathogens by Raman spectroscopy combined with generative adversarial networks

S Yu, H Li, X Li, YV Fu, F Liu - Science of The Total Environment, 2020 - Elsevier
Rapid identification of marine pathogens is very important in marine ecology. Artificial
intelligence combined with Raman spectroscopy is a promising choice for identifying marine …

Manifold preserving CNN for pixel-based object labelling in images for high dimensional feature spaces

V Srivastava, B Biswas - Neural Processing Letters, 2021 - Springer
Deep CNN's have achieved an excellent performance in computer vision and image
processing methods, designating them as a state-of-art in this domain. CNN based …

Manifold Preserving Features and Regression for Semantic Labelling in High Dimensional Images

V Srivastava, SS Singh, B Biswas - Wireless Personal Communications, 2022 - Springer
This paper proposes an combined method for manifold preservation and Subspace
Eigenvectors (SE) based regression in high dimensional (HD) images. We studied semantic …