Three dimensional-CNN Classification Method of Mural Multispectral Image Pigments Based on Multiscale Feature Fusion

Yunle Ding; Huiqin Wang; Ke Wang; Zhan Wang; Gang Zhen

doi:10.3788/LOP202259.2230001

Laser & Optoelectronics Progress, Volume. 59, Issue 22, 2230001(2022)

Three dimensional-CNN Classification Method of Mural Multispectral Image Pigments Based on Multiscale Feature Fusion

Yunle Ding¹, Huiqin Wang^1、*, Ke Wang¹, Zhan Wang², and Gang Zhen²

¹School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, Shaanxi, China

²Shaanxi Provincial Institute of Cultural Relics Protection, Xi'an 710075, Shaanxi, China

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Yunle Ding, Huiqin Wang, Ke Wang, Zhan Wang, Gang Zhen. Three dimensional-CNN Classification Method of Mural Multispectral Image Pigments Based on Multiscale Feature Fusion[J]. Laser & Optoelectronics Progress, 2022, 59(22): 2230001

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Paper Information

Category: Spectroscopy

Received: Mar. 9, 2022

Accepted: May. 9, 2022

Published Online: Oct. 26, 2022

The Author Email: Huiqin Wang (hqwang@xauat.edu.cn)

DOI:10.3788/LOP202259.2230001

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology