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Convolutional neural network approach to THz reflection alignment
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Young, Jacob J., Stantchev, Rayko I., Hernandez-Serrano, Arturo I. and Pickwell-MacPherson, Emma (2022) Convolutional neural network approach to THz reflection alignment. In: 2022 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz), Delft, Netherlands, 28 Aug - 02 Sep 2022. Published in: 2022 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz) ISBN 9781728194271. doi:10.1109/irmmw-thz50927.2022.9895518
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Official URL: https://doi.org/10.1109/IRMMW-THz50927.2022.989551...
Abstract
A major obstacle to non-contact measurement of in-vivo skin samples is the alignment sensitivity of reflected THz pulses. Movement of human skin on the relevant length scales of 10μm is faster than the movement capabilities of current state of the art medical robots: this means accurate non-contact alignment when imaging human skin is currently impossible with mechanical means. Presented here is a promising neutral network approach to correct the pulse from a misaligned terahertz system. This low-cost alternative to mechanical alignment correction will contribute to the development of in-vivo biomedical applications of THz imaging.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Physics | ||||
SWORD Depositor: | Library Publications Router | ||||
Journal or Publication Title: | 2022 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz) | ||||
Publisher: | IEEE | ||||
ISBN: | 9781728194271 | ||||
Official Date: | 26 September 2022 | ||||
Dates: |
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DOI: | 10.1109/irmmw-thz50927.2022.9895518 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 2022 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz) | ||||
Type of Event: | Conference | ||||
Location of Event: | Delft, Netherlands | ||||
Date(s) of Event: | 28 Aug - 02 Sep 2022 |
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