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SAR automatic target recognition using discriminative graphical models
The problem of automatically classifying sensed imagery such as synthetic aperture radar
(SAR) into a canonical set of target classes is widely known as automatic target recognition …
(SAR) into a canonical set of target classes is widely known as automatic target recognition …
Predicted radar/optical feature fusion gains for target identification
B Kahler, E Blasch - Proceedings of the IEEE 2010 National …, 2010 - ieeexplore.ieee.org
Airborne tracking and identification (ID) of high value ground targets is a difficult task
impacted by sensor, target, and environmental conditions. Layered sensing, using a …
impacted by sensor, target, and environmental conditions. Layered sensing, using a …
[PDF][PDF] Decision-level fusion performance improvement from enhanced HRR radar clutter suppression
B Kahler, E Blasch - Journal of Advances in Information Fusion, 2011 - researchgate.net
Many surveillance systems incorporate High Range Resolution (HRR) radar and Synthetic
Aperture Radar (SAR) modes to be able to capture moving and stationary targets. Feature …
Aperture Radar (SAR) modes to be able to capture moving and stationary targets. Feature …
Meta-classifiers for exploiting feature dependencies in automatic target recognition
Of active interest in automatic target recognition (ATR) is the problem of combining the
complementary merits of multiple classifiers. This is inspired by decades of research in the …
complementary merits of multiple classifiers. This is inspired by decades of research in the …
Robust multi-look HRR ATR investigation through decision-level fusion evaluation
B Kahler, E Blasch - 2008 11th International Conference on …, 2008 - ieeexplore.ieee.org
Simultaneous tracking and identification (STID) is impacted by sensor and target dynamics
especially in move-stop-move type scenarios. For most scenarios, both moving and …
especially in move-stop-move type scenarios. For most scenarios, both moving and …
Probabilistic SVM for open set automatic target recognition on high range resolution radar data
JD Roos, AK Shaw - Automatic Target Recognition XXVII, 2017 - spiedigitallibrary.org
The Eigen-Template (ET) based closed-set feature extraction approach is extended to an
open-set HRR-ATR framework to develop an Open Set Probabilistic Support Vector …
open-set HRR-ATR framework to develop an Open Set Probabilistic Support Vector …
An ATR challenge problem using HRR data
B Kahler, J Querns, G Arnold - Algorithms for Synthetic …, 2008 - spiedigitallibrary.org
This paper describes the automatic target recognition (ATR) challenge problem which
includes source code for a baseline ATR algorithm, display utilities for the results, and a high …
includes source code for a baseline ATR algorithm, display utilities for the results, and a high …
Impact of HRR radar processing on moving target identification performance
B Kahler, E Blasch - 2009 12th International Conference on …, 2009 - ieeexplore.ieee.org
Airborne radar tracking in moving ground vehicle scenarios is impacted by sensor, target,
and environmental dynamics. Moving targets can be assessed with 1-D High Range …
and environmental dynamics. Moving targets can be assessed with 1-D High Range …
[PDF][PDF] Pose estimation methodology for target identification and tracking
Ground Moving Target Indicator (GMTI) and High Resolution Radar (HRR) can track position
and velocity of ground moving target. Pose, angle between position and velocity, can be …
and velocity of ground moving target. Pose, angle between position and velocity, can be …
Contextual features and Bayesian belief networks for improved synthetic aperture radar combat identification
JX Situ, MA Friend, KW Bauer, TJ Bihl - Military operations research, 2016 - JSTOR
Automatic target recognition (ATR) considers detecting, classifying and identifying different
manmade objects for combat identification (combat ID). Synthetic aperture radar (SAR) …
manmade objects for combat identification (combat ID). Synthetic aperture radar (SAR) …