Simultaneous Multi‐Layer Stacking for Longer‐Wavelength Broadband Computed Tomography with a Carbon Nanotube Film Photo‐Thermoelectric Camera Sheet

Abstract Longer‐wavelength (LW) computer vision (CV) monitoring techniques hold great potential as non‐destructive testing tools for daily necessities and industrial products, utilizing effective optical properties. Carbon nanotube (CNT) film photo‐thermoelectric image sensors facilities, such CV systems as broadband wavelength range operations over existing narrow‐band detectors at comparable sensitivity with them owing to the inherent advantageous material properties. Nevertheless, insufficient pixel integration of CNT image sensors requires extensive and time‐costing optical spatial scanning for CV measurements, limiting practical inspection applications at real‐time industrial sites. To this end, this work demonstrates LW computed tomography (CT, a representative CV method) monitoring system employing a 2D pixel‐array integrated CNT film PTE camera sheet and multi‐wavelength photo‐sources. The camera fabrication process utilizes air‐jet dispense‐printing and achieves high‐yield integration of CNT film pixels (20 mm‐15 mm‐sq. for pixel area, 60 pixels total). This work then performs structure reconstruction and material identification of a visibly opaque multi‐layered composite 3D object according to optical properties in the 976 nm–10.3 µm wavelength range by LW CT with the device. The presented CNT film camera completes its LW operation in ≈11 min for each wavelength, a 36.9 % time reduction compared to previous CT systems using 1D pixel‐array sensors.

Authors

Institutions

Publication Details

Journal
Advanced Sensor Research
Published
2026-02-01
DOI
https://doi.org/10.1002/adsr.202500132
Primary Topic
Carbon Nanotubes in Composites
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Simultaneous Multi‐Layer Stacking for Longer‐Wavelength Broadband Computed Tomography with a Carbon Nanotube Film Photo‐Thermoelectric Camera Sheet

Minami Yamamoto, N. Izumi, Kohei Murakami, Miki Kubota et al.
Advanced Sensor Research
Carbon Nanotubes in Composites
article

Simultaneous Multi‐Layer Stacking for Longer‐Wavelength Broadband Computed Tomography with a Carbon Nanotube Film Photo‐Thermoelectric Camera Sheet

Minami Yamamoto, N. Izumi, Kohei Murakami, Miki Kubota, Kou Li, Yukio Kawano, Leo Takai, Tsubasa Hiyoshi, Asumi Sano
article en

Abstract

Abstract Longer‐wavelength (LW) computer vision (CV) monitoring techniques hold great potential as non‐destructive testing tools for daily necessities and industrial products, utilizing effective optical properties. Carbon nanotube (CNT) film photo‐thermoelectric image sensors facilities, such CV systems as broadband wavelength range operations over existing narrow‐band detectors at comparable sensitivity with them owing to the inherent advantageous material properties. Nevertheless, insufficient pixel integration of CNT image sensors requires extensive and time‐costing optical spatial scanning for CV measurements, limiting practical inspection applications at real‐time industrial sites. To this end, this work demonstrates LW computed tomography (CT, a representative CV method) monitoring system employing a 2D pixel‐array integrated CNT film PTE camera sheet and multi‐wavelength photo‐sources. The camera fabrication process utilizes air‐jet dispense‐printing and achieves high‐yield integration of CNT film pixels (20 mm‐15 mm‐sq. for pixel area, 60 pixels total). This work then performs structure reconstruction and material identification of a visibly opaque multi‐layered composite 3D object according to optical properties in the 976 nm–10.3 µm wavelength range by LW CT with the device. The presented CNT film camera completes its LW operation in ≈11 min for each wavelength, a 36.9 % time reduction compared to previous CT systems using 1D pixel‐array sensors.

Advanced Sensor ResearchVol. 5(2)
National Institute of Informatics (JP), Kanagawa Industrial Technology Center (JP), Chuo University (JP)
Konica Minolta Imaging Science Foundation, Kayamori Foundation of Informational Science, Kayamori Foundation of Informational Science Advancement, Tateisi Science and Technology Foundation, Yashima Environment Technology Foundation, Kanagawa Institute of Industrial Science and Technology, Foundation for the Promotion of Ion Engineering, Hattori Hokokai Foundation, Tokuyama Science Foundation, Telecommunications Advancement Foundation, Izumi Science and Technology Foundation, Amano Institute of Technology, TEPCO Memorial Foundation, Japan Society for the Promotion of Science, JST-Mirai Program, ACT-X
Industry, innovation and infrastructure
Openalex Percentile: Top 63%
Carbon Nanotubes in Composites
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.