Prof. Leslie M. Collins
Professor
SPIE Involvement:
Conference Program Committee | Author | Instructor
Publications (126)

Proceedings Article | 24 April 2020 Presentation + Paper
Proc. SPIE. 11394, Automatic Target Recognition XXX
KEYWORDS: Target detection, Mathematical modeling, Infrared imaging, Data modeling, Visualization, Sensors, Video, Infrared radiation, Target recognition, Performance modeling

Proceedings Article | 10 May 2019 Presentation + Paper
Proc. SPIE. 11012, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV
KEYWORDS: Radar, Detection and tracking algorithms, Reflection, Sensors, Feature extraction, Image filtering, Antennas, Algorithm development, Ground penetrating radar, General packet radio service

Proceedings Article | 10 May 2019 Presentation + Paper
Proc. SPIE. 11012, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV
KEYWORDS: Radar, Detection and tracking algorithms, Data modeling, Sensors, Feature extraction, Antennas, Algorithm development, Systems modeling, Ground penetrating radar, General packet radio service

Proceedings Article | 10 May 2019 Presentation + Paper
Proc. SPIE. 11012, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV
KEYWORDS: Convolutional neural networks, Detection and tracking algorithms, Data modeling, Control systems, Data processing, Algorithm development, Performance modeling, Network architectures, Neurons, General packet radio service

Proceedings Article | 30 April 2018 Paper
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

Showing 5 of 126 publications
Conference Committee Involvement (19)
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXVI
11 April 2021 | Orlando, Florida, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXV
27 April 2020 | Online Only, California, United States
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV
15 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
Showing 5 of 19 Conference Committees
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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