Open AccessUnsupervised segmentation of biomedical hyperspectral image data: tackling high dimensionality with convolutional autoencoders
Author(s) -
Ciaran Bench,
Jayakrupakar Nallala,
Chun-Chin Wang,
Hannah Sheridan,
Edwin M. Stone
Publication year - 2022
Publication title -
biomedical optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.362
H-Index - 86
ISSN - 2156-7085
DOI - 10.1364/boe.476233
Subject(s) - hyperspectral imaging , artificial intelligence , pattern recognition (psychology) , computer science , segmentation , convolutional neural network , principal component analysis , cluster analysis , dimensionality reduction , spectral clustering , autoencoder , encoder , deep learning , computer vision , operating system