Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications

Hyperspectral (HS) imaging presents itself as a non-contact, non-ionizing and non-invasive technique, proven to be suitable for medical diagnosis. However, the volume of information contained in these images makes difficult providing the surgeon with information about the boundaries in real-time. To that end, High-Performance-Computing (HPC) platforms become necessary. This paper presents a comparison between the performances provided by five different HPC platforms while processing a spatial-spectral approach to classify HS images, assessing their main benefits and drawbacks.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] , "Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/pn25-nj87. Accessed: Oct. 14, 2019.
@data{pn25-nj87-19,
doi = {10.21227/pn25-nj87},
url = {http://dx.doi.org/10.21227/pn25-nj87},
author = { },
publisher = {IEEE Dataport},
title = {Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications},
year = {2019} }
TY - DATA
T1 - Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications
AU -
PY - 2019
PB - IEEE Dataport
UR - 10.21227/pn25-nj87
ER -
. (2019). Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Dataport. http://dx.doi.org/10.21227/pn25-nj87
, 2019. Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. Available at: http://dx.doi.org/10.21227/pn25-nj87.
. (2019). "Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications." Web.
1. . Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/pn25-nj87
. "Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications." doi: 10.21227/pn25-nj87