We propose a novel method for the autonomous determination of endmembers that employs
recent results from the theory of lattice based auto-associative memories. In contrast to …

In this manuscript we propose a method for the autonomous determination of endmembers
in hyperspectral imagery based on recent theoretical advancements on lattice auto …

Four methods of endmember detection and spectral unmixing are described. The methods
determine endmembers and perform spectral unmixing while simultaneously determining …

Recent advances in the theory of lattice algebra transforms have motivated alternative
developments of nonlinear models and computational techniques for solving pattern …

Lattice independence and strong lattice independence of a set of pattern vectors are
fundamental mathematical properties that lie at the core of pattern recognition applications …

The advances in image spectroscopy have been applied for Earth observation at different
wavelengths of the electromagnetic spectrum using aircrafts or satellite systems. This new …

Accurate multispectral or hyperspectral signature classification is key to the nonimaging
detection and recognition of space objects. In imaging applications, signature classification …