Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm by Johnson, Robert J.

Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm (Paperback) (ISBN-13: 9781249831938)

Vendor: Robert J. Johnson
Product type: Books
Format: Paperback
$57.95
$57.95
$57.95
Subtotal: $57.95
Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm by Johnson, Robert J.

Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm

$57.95
Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm by Johnson, Robert J.

Improved Feature Extraction, Feature Selection, and Identification Techniques that Create a Fast Unsupervised Hyperspectral Target Detection Algorithm

$57.95
Format: Paperback
Description
Description
x
This research extends the emerging field of hyperspectral image (HSI) target detectors that assume a global linear mixture model (LMM) of HSI and employ independent component analysis (ICA) to unmix HSI images. Via new techniques to fully automate feature extraction, feature selection, and target pixel identification, an autonomous global anomaly detector, AutoGAD, has been developed for potential employment in an operational environment for real-time processing of HSI targets. For dimensionality reduction (initial feature extraction prior to ICA), a geometric solution that effectively approximates the number of distinct spectral signals is presented.

Author: Robert J. Johnson
ISBN-10: 1249831938
ISBN-13: 9781249831938
Publisher: Biblioscholar
Language: English
Published: 10/17/2012
Pages: 248
Format: Paperback
Weight: 0.99lbs
Size: 9.69h x 7.44w x 0.52d

Recently Viewed Products