Dr. Jochen Trumpf Profile

Dr. Jochen Trumpf

at Australian National Univ

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Publications (3)

Proceedings Article | 7 December 2022 Presentation + Paper

An image feature-based approach to improving SPAD flash LiDAR imaging through fog

Joyce Mau, Jochen Trumpf, Geoff Day, Dennis Delic

Proceedings Volume 12274, 1227406 (2022) https://doi.org/10.1117/12.2633941

KEYWORDS: Detection and tracking algorithms, LIDAR, Signal attenuation, Visibility through fog, Visibility, Shape analysis, Sensors, 3D image reconstruction, Single photon, Single photon detectors, Fourier transforms, Reconstruction algorithms

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Proceedings Article | 8 November 2020 Presentation + Paper

The use of statistical mixture models to reduce noise in SPAD images of fog-obscured environments

Joyce Mau, Vladimyros Devrelis, Geoff Day, Jochen Trumpf, Dennis Delic

Proceedings Volume 11525, 115250P (2020) https://doi.org/10.1117/12.2580251

KEYWORDS: Expectation maximization algorithms, Visibility through fog, Visibility, Detection and tracking algorithms, Image processing, Imaging systems, Statistical modeling, Reconstruction algorithms, Single photon detectors, Single photon, Image classification

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Proceedings Article | 2 May 2019 Presentation + Paper

Embedded implementation of a random feature detecting network for real-time classification of time-of-flight SPAD array recordings

Joyce Mau, Saeed Afshar, Tara Julia Hamilton, André van Schaik, Rudi Lussana, Aaron Panella, Jochen Trumpf, Dennis Delic

Proceedings Volume 11005, 1100505 (2019) https://doi.org/10.1117/12.2517875

KEYWORDS: Cameras, Image classification, Optical filters, Image processing, Image filtering, LIDAR, Convolution, Imaging systems, Single photon

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