Range-invariant anomaly detection applied to imaging Fourier transform spectrometry data

C Borel, D Rosario, J Romano - Imaging Spectrometry XVII, 2012 - spiedigitallibrary.org
This paper describes the end-to-end processing of image Fourier transform spectrometry
data taken of surrogate tank targets at Picatinny Arsenal in New Jersey with the long-wave …

Deep greedy learning under thermal variability in full diurnal cycles

P Rauss, D Rosario - Optical Engineering, 2017 - spiedigitallibrary.org
We study the generalization and scalability behavior of a deep belief network (DBN) applied
to a challenging long-wave infrared hyperspectral dataset, consisting of radiance from …

Understanding of multi-domain battle challenges: AI/ML and the day/night thermal variability of targets

P Rauss, D Rosario - … and Machine Learning for Multi-Domain …, 2019 - spiedigitallibrary.org
Better understanding of Multi Domain Battle (MDB) challenges in complex military
environments may start by gaining a basic scientific appreciation of the level of …

Analysis of diurnal, long-wave hyperspectral measurements of natural background and manmade targets under different weather conditions

C Borel, D Rosario, J Romano - 2014 IEEE Applied Imagery …, 2014 - ieeexplore.ieee.org
In this paper we describe the end-to-end processing of image Fourier Transform
spectrometry data taken at Picatinny Arsenal in New Jersey with the long-wave …

[图书][B] Hyperspectral and Hypertemporal Longwave Infrared Data Characterization

N Jeganathan - 2017 - search.proquest.com
Abstract The Army Research Lab conducted a persistent imaging experiment called the
Spectral and Polarimetric Imagery Collection Experiment (SPICE) in 2012 and 2013 which …

Deep learning over diurnal and other environmental effects

D Rosario, P Rauss - Algorithms and Technologies for …, 2017 - spiedigitallibrary.org
We study the transfer learning behavior of a Hybrid Deep Network (HDN) applied to a
challenging longwave infrared hyperspectral dataset, consisting of radiance from several …

Characterizing the temporal and spatial variability of longwave infrared spectral images of targets and backgrounds

N Jeganathan, J Kerekes… - … and Technologies for …, 2017 - spiedigitallibrary.org
Following the public release of the Spectral and Polarimetric Imagery Collection Experiment
(SPICE) dataset, a persistent imaging experiment dataset collected by the Army Research …