Extended extinction profile for the classification of hyperspectral images

Pedram Ghamisi, Roberto Souza, Jon A. Benediktsson, Xiao Xiang Zhu, Leticia Rittner, Roberto Lotufo

Rannsóknarafurð: Kafli í bók/skýrslu/ráðstefnuritiRáðstefnuframlagritrýni

1 Tilvitnun (Scopus)

Útdráttur

In this paper, a novel approach is proposed for the spectral-spatial classification of hyperspectral images. The proposed classification approach is based on a novel filtering technique, here entitled as extended extinction profile (EEP). The proposed classification approach is applied on two well-known data sets: Pavia University and Indian Pines; and the obtained results have been compared with one of the strongest filtering approaches in the literature named extended attribute profile (EAP). Results confirm that the proposed approach is able to efficiently extract spatial information for the classification of hyperspectral images.

Upprunalegt tungumálEnska
Titill gistiútgáfu2016 8th Workshop on Hyperspectral Image and Signal Processing
Undirtitill gistiútgáfuEvolution in Remote Sensing, WHISPERS 2016
ÚtgefandiIEEE Computer Society
ISBN-númer (rafrænt)9781509006083
DOI
ÚtgáfustaðaÚtgefið - 28 jún. 2016
Viðburður8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2016 - Los Angeles, Bandaríkin
Tímalengd: 21 ágú. 201624 ágú. 2016

Ritröð

NafnWorkshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Bindi0
ISSN-númer (prentað)2158-6276

Ráðstefna

Ráðstefna8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2016
Land/YfirráðasvæðiBandaríkin
Borg/bærLos Angeles
Tímabil21/08/1624/08/16

Athugasemd

Publisher Copyright:
© 2016 IEEE.

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