Title :
Classifier-enhanced algorithm for compressive spatio-spectral edge detection
Author :
Godoy, Sebastián E. ; Hayat, Majeed M. ; Jang, Woo-Yong ; Krishna, Sanjay
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
A novel compressive edge-detection algorithm for spectral imagery is demonstrated using real long-wave spectral imagery. The idea of the algorithm is based on identifying joint spatial and spectral features via statistical learning.
Keywords :
edge detection; image coding; classifier-enhanced algorithm; compressive spatio-spectral edge detection; joint spatial features; long-wave spectral imagery; spectral features; statistical learning; Detectors; Hyperspectral imaging; Image coding; Image edge detection; Materials; Training; Vectors;
Conference_Titel :
Photonics Conference (IPC), 2012 IEEE
Conference_Location :
Burlingame, CA
Print_ISBN :
978-1-4577-0731-5
DOI :
10.1109/IPCon.2012.6358757
