Dr. Leslie M. Collins
Professor at
SPIE Involvement:
Conference Program Committee | Author | Instructor
Publications (122)

PROCEEDINGS ARTICLE | April 30, 2018
Proc. SPIE. 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII
KEYWORDS: Detection and tracking algorithms, Data modeling, Visualization, Feature extraction, Machine learning, Antennas, Algorithm development, Ground penetrating radar, General packet radio service, Data analysis

PROCEEDINGS ARTICLE | April 30, 2018
Proc. SPIE. 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII
KEYWORDS: Convolutional neural networks, Detection and tracking algorithms, Data modeling, Feature extraction, Data processing, Object recognition, Neural networks, Algorithm development, Ground penetrating radar, General packet radio service

PROCEEDINGS ARTICLE | April 30, 2018
Proc. SPIE. 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII
KEYWORDS: Threat warning systems, Visual process modeling, Detection and tracking algorithms, Data modeling, Feature extraction, Data processing, Algorithm development, Unexploded object detection, Ground penetrating radar

PROCEEDINGS ARTICLE | April 30, 2018
Proc. SPIE. 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII
KEYWORDS: Detection and tracking algorithms, Visualization, Sensors, Computer programming, Feature extraction, Data processing, Algorithm development, Radar imaging, Ground penetrating radar, General packet radio service

PROCEEDINGS ARTICLE | May 3, 2017
Proc. SPIE. 10182, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXII
KEYWORDS: Detection and tracking algorithms, Data modeling, Visualization, Image processing, Receivers, Computer vision technology, Machine vision, Shape analysis, Performance modeling, Ground penetrating radar

PROCEEDINGS ARTICLE | May 3, 2017
Proc. SPIE. 10182, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXII
KEYWORDS: Target detection, Detection and tracking algorithms, Data modeling, Visualization, Chemical species, Remote sensing, Feature extraction, Machine learning, Reconstruction algorithms, Target recognition, Algorithm development, Ground penetrating radar

Showing 5 of 122 publications
Conference Committee Involvement (17)
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV
14 April 2019 | Baltimore, Maryland, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII
16 April 2018 | Orlando, Florida, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXII
10 April 2017 | Anaheim, California, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI
18 April 2016 | Baltimore, Maryland, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XX
20 April 2015 | Baltimore, Maryland, United States
Showing 5 of 17 published special sections
Course Instructor
SC175: Statistical Signal and Image Processing for Demining
This course presents a unified approach to advanced signal and image processing methods to the problem of buried landmine detection and classification. Deterministic and stochastic processing techniques will be reviewed in depth. Physically based signal models are developed. Examples concentrate on the application of estimation and decision theoretic methods based on these sensor models to demining. Other methods, including fuzzy logic and neural nets are discussed.
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