NEW APPROACHES FOR FEATURE EXTRACTION IN HYPERSPECTRAL IMAGERY

2006 IEEE Long Island Systems, Applications and Technology Conference ◽

10.1109/lisat.2006.4302652 ◽

2006 ◽

Cited By ~ 5

Author(s):

Stefan A. Robila ◽

Lukasz Maciack

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

New Approaches

Download Full-text

Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2474132 ◽

2016 ◽

Vol 54 (2) ◽

pp. 1118-1130 ◽

Cited By ~ 13

Author(s):

Linlin Xu ◽

Alexander Wong ◽

Fan Li ◽

David A. Clausi

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Unsupervised Feature Extraction

Download Full-text

A Study of Spatial-Spectral Feature Extraction frameworks with 3D Convolutional Neural Network for Robust Hyperspectral Imagery Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2020.3046414 ◽

2020 ◽

pp. 1-1

Author(s):

Bishwas Praveen ◽

Vineetha Menon

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Convolutional Neural Network ◽

Hyperspectral Imagery ◽

Spectral Feature

Download Full-text

Unsupervised Feature Extraction for Hyperspectral Imagery Using Collaboration-Competition Graph

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2018.2877474 ◽

2018 ◽

Vol 12 (6) ◽

pp. 1491-1503 ◽

Cited By ~ 2

Author(s):

Na Liu ◽

Wei Li ◽

Qian Du

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Competition Graph ◽

Unsupervised Feature Extraction

Download Full-text

3-D Gaussian–Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2923213 ◽

2019 ◽

Vol 57 (11) ◽

pp. 8813-8826 ◽

Cited By ~ 7

Author(s):

Sen Jia ◽

Jiayue Zhuang ◽

Lin Deng ◽

Jiasong Zhu ◽

Meng Xu ◽

...

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Feature Extraction And Selection ◽

Gabor Feature ◽

Selection For ◽

Gabor Feature Extraction

Download Full-text

Spatial spectral feature extraction in hyperspectral imagery

10.1117/12.353027 ◽

1999 ◽

Author(s):

Michael J. Winings ◽

James C. Fraser

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Spectral Feature

Download Full-text

A subspace weighting kernel method combining clustering-based grouping for feature extraction in hyperspectral imagery classification

2011 6th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2011.5976021 ◽

2011 ◽

Cited By ~ 1

Author(s):

Zhenlin Liu ◽

Yanfeng Gu ◽

Chen Wang ◽

Ye Zhang

Keyword(s):

Feature Extraction ◽

Kernel Method ◽

Hyperspectral Imagery

Download Full-text

A multi-component based volumetric directional pattern for texture feature extraction from hyperspectral imagery

Pattern Recognition and Tracking XXIX ◽

10.1117/12.2309317 ◽

2018 ◽

Author(s):

Paheding Sidike ◽

Vijayan Asari ◽

Maitiniyazi Maimaitijiang ◽

Vasit Sagan

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Texture Feature ◽

Directional Pattern ◽

Texture Feature Extraction

Download Full-text

Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification

Lecture Notes in Computer Science - Advances in Swarm Intelligence ◽

10.1007/978-3-642-30976-2_58 ◽

2012 ◽

pp. 479-488 ◽

Cited By ~ 1

Author(s):

Zexuan Zhu ◽

Linlin Shen ◽

Yiwen Sun ◽

Shan He ◽

Zhen Ji

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Three Dimensional ◽

Gabor Feature ◽

Gabor Feature Extraction

Download Full-text

Spatial-spectral feature extraction on hyperspectral imagery

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2014.8077533 ◽

2014 ◽

Author(s):

J. Kaufman ◽

J.J. Weinheimer ◽

M. Celenk

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Spectral Feature

Download Full-text

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework

Information Sciences ◽

10.1016/j.ins.2014.11.045 ◽

2015 ◽

Vol 298 ◽

pp. 274-287 ◽

Cited By ~ 69

Author(s):

Zexuan Zhu ◽

Sen Jia ◽

Shan He ◽

Yiwen Sun ◽

Zhen Ji ◽

...

Keyword(s):

Feature Extraction ◽

Hyperspectral Imagery ◽

Three Dimensional ◽

Gabor Feature ◽

Gabor Feature Extraction

Download Full-text