Tuesday, May 13th, 2014

Hyperspectral Unmixing and Band Weighting For Multiple Endmember Sets

Abstract: Imaging spectrometers measure the response from materials across the electro- magnetic spectrum. Often, in remote sensing applications, the imaging […]


Friday, February 7th, 2014

Simultaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets

Abstract: In this paper, the SimUltaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets (SUBSUME) which performs endmember extraction for […]


Thursday, May 10th, 2012

Hyperspectral Band Selection and Endmember Detection Using Sparsity Promoting Priors

Abstract: This letter presents a simultaneous band selection and endmember detection algorithm for hyperspectral imagery. This algorithm is an extension […]


Saturday, May 5th, 2012

Sparsity Promoting Iterated Constrained Endmember Detection with Integrated Band Selection

Abstract: An extension of the Iterated Constrained Endmembers (ICE) that incorporates sparsity promoting priors to find the correct number of […]


Monday, December 1st, 2008

Hyperspectral Endmember Detection and Band Selection using Bayesian Methods

Abstract: Four methods of endmember detection and spectral unmixing are described. The methods determine endmembers and perform spectral unmixing while […]