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Dr. Roman Ilin
Computer Scientist at Air Force Research Lab
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Publications (4)
Proceedings Article | 7 June 2017 Paper
Applying self-structured data learning algorithm to aerial infrared and visual images
Proceedings Volume 10185, 101850L (2017) https://doi.org/10.1117/12.2266686
KEYWORDS: Machine learning, Sensors, Algorithm development, Image visualization, Evolutionary algorithms, Detection and tracking algorithms, Target detection, Infrared detectors, Infrared imaging, Visualization, Optical tracking, Image registration
Proceedings Article | 20 June 2013 Paper
The two stages hierarchical unsupervised learning system for complex dynamic scene recognition
Proceedings Volume 8757, 87570E (2013) https://doi.org/10.1117/12.2018754
KEYWORDS: Data modeling, Machine learning, Expectation maximization algorithms, Fuzzy logic, Sensors, Matrices, Systems modeling, Detection and tracking algorithms, Complex systems, Dynamical systems
Proceedings Article | 23 May 2013 Paper
Phase-wrapping ambiguity in along-track interferometry
Ross Deming, Roman Ilin, Matthew Best
Proceedings Volume 8746, 87460E (2013) https://doi.org/10.1117/12.2015231
KEYWORDS: Radar, Target detection, Doppler effect, Interferometry, Tin, Sensors, Global Positioning System, Signal processing, Data processing, Error analysis
Proceedings Article | 15 April 2010 Open Access Paper
Cognitive dynamic logic algorithms for situational awareness
Proceedings Volume 7704, 77040F (2010) https://doi.org/10.1117/12.851855
KEYWORDS: Logic, Cognitive modeling, Systems modeling, Mathematical modeling, Data modeling, Brain, Cognition, Evolutionary algorithms, Situational awareness sensors, Darmstadtium
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