Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Bayesian Target Detection Algorithms for Solid Subpixel Targets in Hyperspectral Images

Journal Article · · IEEE Transactions on Geoscience and Remote Sensing
 [1];  [2]
  1. Institute of Electronics, Information Engineering and Telecommunications (IEIIT), Consiglio Nazionale delle Ricerche (CNR), Pisa, Italy
  2. Space Remote Sensing and Data Science Group, Los Alamos National Laboratory, Los Alamos, NM, USA
Not Available
Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE; USDOE Laboratory Directed Research and Development (LDRD) Program
Grant/Contract Number:
89233218CNA000001
OSTI ID:
1988091
Alternate ID(s):
OSTI ID: 2406555
Report Number(s):
LA-UR--23-22409; 10172300
Journal Information:
IEEE Transactions on Geoscience and Remote Sensing, Journal Name: IEEE Transactions on Geoscience and Remote Sensing Vol. 61; ISSN 0196-2892
Publisher:
Institute of Electrical and Electronics EngineersCopyright Statement
Country of Publication:
United States
Language:
English

References (27)

Performance measurement in point source target detection journal March 1996
Hyperspectral Imaging Remote Sensing: Physics, Sensors, and Algorithms book November 2016
Matched-Pair Machine Learning journal November 2013
EC-GLRT: Detecting Weak Plumes in Non-Gaussian Hyperspectral Clutter Using an Elliptically-Contoured Generalized Likelihood Ratio Test conference January 2008
Closed-Form Detector for Solid Sub-Pixel Targets in Multivariate T-Distributed Background Clutter conference July 2018
Bayesian Non-Parametric Detector Based on the Replacement Model conference July 2022
Bayesian Detection of Solid Subpixel Targets conference July 2021
An Overview of Background Modeling for Detection of Targets and Anomalies in Hyperspectral Remotely Sensed Imagery journal June 2014
Elliptically Contoured Distributions for Anomalous Change Detection in Hyperspectral Imagery journal April 2010
Background Density Nonparametric Estimation With Data-Adaptive Bandwidths for the Detection of Anomalies in Multi-Hyperspectral Imagery journal January 2014
Spectral Variability of Remotely Sensed Target Materials: Causes, Models, and Strategies for Mitigation and Robust Exploitation journal June 2019
Closed-Form Nonparametric GLRT Detector for Subpixel Targets in Hyperspectral Images journal April 2020
An Effective Evaluation Tool for Hyperspectral Target Detection: 3D Receiver Operating Characteristic Curve Analysis journal June 2021
A Double Dictionary-Based Nonlinear Representation Model for Hyperspectral Subpixel Target Detection journal January 2022
Hyperspectral Target Detection Based on Weighted Cauchy Distance Graph and Local Adaptive Collaborative Representation journal January 2022
Meta-Learning Based Hyperspectral Target Detection Using Siamese Network journal January 2022
Sparse Tensor Model-Based Spectral Angle Detector for Hyperspectral Target Detection journal January 2022
Optimization of k nearest neighbor density estimates journal May 1973
The SHARE 2012 data campaign conference May 2013
SHARE 2012: subpixel detection and unmixing experiments conference May 2013
On clairvoyant and universal tests for hyperspectral target detection conference September 2019
Veritas: an admissible detector for targets of unknown strength conference April 2021
Using elliptically contoured distributions to model hyperspectral imaging data and generate statistically similar synthetic data conference August 2004
Confusion and clairvoyance: some remarks on the composite hypothesis testing problem conference May 2012
Variable Kernel Density Estimation journal September 1992
Continuum fusion: a theory of inference, with applications to hyperspectral detection journal January 2010
Penalized likelihood-ratio test for finite mixture models with multinomial observations journal December 1998