Hyperspectral Reconstruction of Skin Through Fusion of Scattering Transform Features

arXiv:2404.10030v1 Announce Type: cross
Abstract: Hyperspectral imagery (HSI) is an established technique with an array of applications, but its use is limited due to both practical and technical issues associated with spectral devices. The goal of the ICASSP 2024 'Hyper-Skin' Challenge is to extract skin HSI from matching RGB images and an infrared band. To address this problem we propose a model using features of the scattering transform - a type of convolutional neural network with predefined filters. Our model …

abstract applications array arxiv challenge cs.lg devices eess.iv extract features fusion images practical technical through type