Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

PLoS ONE ◽

10.1371/journal.pone.0193721 ◽

2018 ◽

Vol 13 (3) ◽

pp. e0193721 ◽

Author(s):

Himar Fabelo ◽

Samuel Ortega ◽

Daniele Ravi ◽

B. Ravi Kiran ◽

Coralia Sosa ◽

...

Keyword(s):

Cancer Detection ◽

Brain Cancer ◽

Hyperspectral Images ◽

Spectral Classification ◽

Surgical Operations

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Spectral Classification of a Set of Hyperspectral Images using the Convolutional Neural Network, in a Single Training

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2019.0100634 ◽

2019 ◽

Vol 10 (6) ◽

Author(s):

Abdelali Zbakh ◽

Zoubida Alaoui ◽

Abdelillah Benyoussef ◽

Abdellah El ◽

Mourad El

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hyperspectral Images ◽

Spectral Classification

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Exploring ELM-based spatial–spectral classification of hyperspectral images

International Journal of Remote Sensing ◽

10.1080/01431161.2013.869633 ◽

2014 ◽

Vol 35 (2) ◽

pp. 401-423 ◽

Author(s):

Dora B. Heras ◽

Francisco Argüello ◽

Pablo Quesada-Barriuso

Keyword(s):

Hyperspectral Images ◽

Spectral Classification

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Spatial-spectral classification of hyperspectral images based on multiple fractal-based features

Geocarto International ◽

10.1080/10106049.2020.1713232 ◽

2020 ◽

pp. 1-15

Author(s):

Behnam Asghari Beirami ◽

Mehdi Mokhtarzade

Keyword(s):

Hyperspectral Images ◽

Spectral Classification

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A Novel Use of Hyperspectral Images for Human Brain Cancer Detection using in-Vivo Samples

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies ◽

10.5220/0005849803110320 ◽

2016 ◽

Author(s):

Himar Fabelo ◽

Samuel Ortega ◽

Raùl Guerra ◽

Gustavo Callicó ◽

Adam Szolna ◽

...

Keyword(s):

Human Brain ◽

Cancer Detection ◽

Brain Cancer ◽

Hyperspectral Images

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Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images

2015 23rd European Signal Processing Conference (EUSIPCO) ◽

10.1109/eusipco.2015.7362695 ◽

2015 ◽

Author(s):

Koray Kayabol

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Hyperspectral Images ◽

Spectral Classification

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Joint Multilayer Spatial-Spectral Classification of Hyperspectral Images Based on CNN and Convlstm

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8897819 ◽

2019 ◽

Author(s):

Jie Feng ◽

Xiande Wu ◽

Jiantong Chen ◽

Xiangrong Zhang ◽

Xu Tang ◽

...

Keyword(s):

Hyperspectral Images ◽

Spectral Classification

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Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2016.2630045 ◽

2017 ◽

Vol 14 (1) ◽

pp. 97-101 ◽

Author(s):

Xichuan Zhou ◽

Shengli Li ◽

Fang Tang ◽

Kai Qin ◽

Shengdong Hu ◽

...

Keyword(s):

Deep Learning ◽

Hyperspectral Images ◽

Spectral Classification

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Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling

IET Image Processing ◽

10.1049/iet-ipr.2018.5727 ◽

2019 ◽

Vol 13 (2) ◽

pp. 235-245 ◽

Author(s):

Chunmei Qing ◽

Jiawei Ruan ◽

Xiangmin Xu ◽

Jinchang Ren ◽

Jaime Zabalza

Keyword(s):

Deep Learning ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Images ◽

Spectral Classification ◽

Learning Framework ◽

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A Pre-processing framework for spectral classification of hyperspectral images

Multimedia Tools and Applications ◽

10.1007/s11042-020-09180-2 ◽

2020 ◽

Author(s):

Simranjit Singh ◽

Singara Singh Kasana

Keyword(s):

Hyperspectral Images ◽

Spectral Classification ◽

Processing Framework

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Superpixel based spectral classification of hyperspectral images in different color spaces

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404148 ◽

2018 ◽

Author(s):

Yazarlar Gizlenmistir

Keyword(s):

Hyperspectral Images ◽

Spectral Classification ◽

Color Spaces ◽

Different Color

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