Dr. Christian P. Minor
Technical Staff
SPIE Involvement:
Author
Area of Expertise:
data analytics , computer vision , machine learning , sensors
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Profile Summary

Christian Minor's current research at MIT Lincoln Laboratory is supporting algorithm development for aircraft collision avoidance systems spanning the range of commercial jet aircraft to UAVs. Prior research efforts as a contractor at the U.S. Naval Research Laboratory focused on the development of novel data analysis and machine learning algorithms for chemical and biological data sets. This work had two main areas of application: developing algorithms to improve the ability of individual instrumentation to detect and discriminate chemicals, and developing new methods for combining instrumentation into multi-sensor systems to meet a variety of Navy sensing needs for chemical and biological detection, surveillance, and damage control. Christian Minor earned his Ph.D in astrophysics from the University of California, Riverside, working first with the Opal collaboration at CERN, and later with the Tigre instrument team at UCR. For his dissertation research, he developed a novel statistical analysis for source separation to look for dark matter signatures in the EGRET high energy gamma ray data set. He earned his B.A. in physics from the University of Minnesota during which time he supported the Soudan 2 proton decay experiment.
Publications (7)

Proceedings Article | 22 May 2015 Paper
Proceedings Volume 9455, 94550G (2015) https://doi.org/10.1117/12.2177392
KEYWORDS: Sensors, Chemical analysis, Biological and chemical sensing, Statistical analysis, Error analysis, Chemical detection, Sensor performance, Chemical fiber sensors, Chemical species, Computer simulations

Proceedings Article | 22 May 2015 Paper
Proceedings Volume 9498, 949803 (2015) https://doi.org/10.1117/12.2177389
KEYWORDS: Reliability, Sensors, Tumors, Monte Carlo methods, Diagnostics, Analytical research, Data fusion, Matrices, Computer simulations, Environmental sensing

Proceedings Article | 22 May 2014 Paper
Proceedings Volume 9121, 912106 (2014) https://doi.org/10.1117/12.2053298
KEYWORDS: Sensors, Target detection, Data fusion, Sensing systems, Sensor fusion, Sensor performance, Environmental sensing, Space sensors, Analytical research, Device simulation

Proceedings Article | 10 May 2012 Paper
Proceedings Volume 8407, 84070X (2012) https://doi.org/10.1117/12.920817
KEYWORDS: Sensors, Binary data, Sensor fusion, Data fusion, Statistical analysis, Chemical analysis, Sensor performance, Chemical fiber sensors, Sensing systems, Sensor networks

Proceedings Article | 7 June 2011 Paper
Christian Minor, Heather Brooke, Kevin Johnson
Proceedings Volume 8064, 80640J (2011) https://doi.org/10.1117/12.883926
KEYWORDS: FT-IR spectroscopy, Sensors, Data fusion, Spectral resolution, Chemical analysis, Chemical compounds, Statistical analysis, Analytical research, Biological and chemical sensing, Mass spectrometry

Showing 5 of 7 publications
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