Improved principal component analysis based hyperspectral image compression method

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS ◽

10.1109/igarss.2013.6723065 ◽

2013 ◽

Author(s):

Baisen Liu ◽

Ye Zhang ◽

Wulin Zhang

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Compression Method ◽

Hyperspectral Image Compression

Download Full-text

Low-Complexity Principal Component Analysis for Hyperspectral Image Compression

The International Journal of High Performance Computing Applications ◽

10.1177/1094342007088380 ◽

2008 ◽

Vol 22 (4) ◽

pp. 438-448 ◽

Author(s):

Qian Du ◽

James E. Fowler

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Low Complexity ◽

Component Analysis ◽

Hyperspectral Image Compression

Download Full-text

Interference- and noise-adjusted principal component analysis for hyperspectral image compression

10.1117/12.579799 ◽

2004 ◽

Author(s):

Qian Du

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Compression

Download Full-text

Hybrid hyperspectral image compression technique for non-iterative factorized tensor decomposition and principal component analysis: application for NASA’s AVIRIS data

Computational Geosciences ◽

10.1007/s10596-019-09855-2 ◽

2019 ◽

Vol 23 (5) ◽

pp. 969-979 ◽

Author(s):

Jeyakumar S ◽

Sudha S

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Tensor Decomposition ◽

Component Analysis ◽

Compression Technique ◽

Analysis Application ◽

Hyperspectral Image Compression

Download Full-text

Hyperspectral Image Compression Using Segmented Principal Component Analysis

Satellite Data Compression ◽

10.1007/978-1-4614-1183-3_11 ◽

2011 ◽

pp. 233-251 ◽

Author(s):

Wei Zhu ◽

Qian Du ◽

James E. Fowler

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Compression

Download Full-text

Hyperspectral image compression and target detection using nonlinear principal component analysis

10.1117/12.2022959 ◽

2013 ◽

Author(s):

Qian Du ◽

Wei Wei ◽

Ben Ma ◽

Nicolas H. Younan

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Target Detection ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Hyperspectral Image Compression

Download Full-text

Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2006.888109 ◽

2007 ◽

Vol 4 (2) ◽

pp. 201-205 ◽

Author(s):

Qian Du ◽

James E. Fowler

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Compression

Download Full-text

Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression

2007 IEEE Workshop on Signal Processing Systems ◽

10.1109/sips.2007.4387563 ◽

2007 ◽

Author(s):

Qian Du ◽

Wei Zhu ◽

James E. Fowler

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Hyperspectral Image ◽

Principal Component ◽

Low Complexity ◽

Component Analysis ◽

Remotely Sensed ◽

Hyperspectral Image Compression

Download Full-text

Spectral-Spatial Classification of Hyperspectral Image Using Improved Functional Principal Component Analysis

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3089278 ◽

2021 ◽

pp. 1-5

Author(s):

Feng Xue ◽

Falong Tan ◽

Zhijing Ye ◽

Jiaqing Chen ◽

Yantao Wei

Keyword(s):

Principal Component Analysis ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Functional Principal Component Analysis ◽

Spatial Classification ◽

Functional Principal Component

Download Full-text

A new Image compression technique using principal component analysis and Huffman coding

2014 International Conference on Parallel, Distributed and Grid Computing ◽

10.1109/pdgc.2014.7030760 ◽

2014 ◽

Author(s):

Ankita Vaish ◽

Manoj Kumar

Keyword(s):

Principal Component Analysis ◽

Image Compression ◽

Principal Component ◽

Component Analysis ◽

Huffman Coding ◽

Compression Technique

Download Full-text

A Two-Branch Network Combined With Robust Principal Component Analysis for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.3013707 ◽

2020 ◽

pp. 1-5

Author(s):

Caihong Mu ◽

Qize Zeng ◽

Yi Liu ◽

Yi Qu

Keyword(s):

Principal Component Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Image Classification ◽

Robust Principal Component Analysis

Download Full-text