Classifying Transverse Motion in Time-of-Flight Range Imaging

Lee Streeter; Michael J. Cree

doi:10.1364/3D.2018.3W2G.4

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP)
OSA Technical Digest (Optica Publishing Group, 2018),
paper 3W2G.4
•https://doi.org/10.1364/3D.2018.3W2G.4

Classifying Transverse Motion in Time-of-Flight Range Imaging

Lee Streeter and Michael J. Cree

3D Image Acquisition and Display: Technology, Perception and Applications 2018

Orlando, Florida United States
25–28 June 2018
ISBN: 978-1-943580-44-6

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Measurement II (3W2G)

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L. Streeter and M. J. Cree, "Classifying Transverse Motion in Time-of-Flight Range Imaging," in Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP), OSA Technical Digest (Optica Publishing Group, 2018), paper 3W2G.4.

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Abstract

Classification of step motion in time-of-flight imaging using the stochastic oscillator and autocorrelation is proposed. Machine learning algorithms correctly identify the step location in 65–75% of trials, with apparent good noise robustness.

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