Soft Optical Waveguide Shape Sensing Using Deep Learning

Xuechun Wang,Zilong Li,Yufei Wang,Lei Su

2024 CONFERENCE ON LASERS AND ELECTRO-OPTICS PACIFIC RIM, CLEO-PR（2024）

Queen Mary Univ London

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摘要

In this paper, we present a soft optical waveguide sensor designed for characterizing both 2D and 3D shape deformations using deep learning. Our soft optical sensor achieves an accuracy close to 100% for deformation classifications. (c) 2024 The Author(s)

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关键词

Deep Learning,Rectangular Waveguide,Optical Sensors,Soft Sensor,Diode Laser,Robotic Arm,Deep Neural Network Model,Speckle Pattern,VGG16 Model

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