Raspberry Pi multispectral imaging camera system (PiMICS) : a low-cost, skills-based physics educational tool

dc.contributor.authorHowell, John C.
dc.contributor.authorFlores, Brian
dc.contributor.authorNaranjo, Juan Javier
dc.contributor.authorMendez, Angel
dc.contributor.authorCosta-Vera, Cesar
dc.contributor.authorKoumriqian, Chris
dc.contributor.authorTaormina, Nathan
dc.contributor.authorJordan, Juliana
dc.contributor.authorNeethling, Pieter H.
dc.contributor.authorGroenewald, Calvin
dc.contributor.authorLovemore, Michael A.C.
dc.contributor.authorKinsey, Patrick A.T.
dc.contributor.authorKruger, T.P.J. (Tjaart)
dc.date.accessioned2026-04-02T07:31:13Z
dc.date.available2026-04-02T07:31:13Z
dc.date.issued2026-02
dc.descriptionSUPPLEMENTARY MATERIAL : Please click on DOI for figshare repository https://doi.org/10.60893/figshare.ajp.c.8129453 to access the supplementary material for details about the circuit.
dc.description.abstractHere, we report on a skills-building 3D-printable, Raspberry Pi-based multispectral camera (15–25 spectral channels in the visible and near-IR) for as little as $150–$300. The cameras rely on measuring the reflectance spectra of various objects using both active and passive illumination. The cameras were used in a successful pilot program designed such that students could learn 3D modeling, 3D printing, feedback, control, image analysis, Python programming, systems integration, and machine learning, as well as spectroscopy. The students in the pilot program studied a wide array of target spectra upon completion of their cameras, showing their aid as valuable research tools. We believe this can be an important instructional tool in introductory or advanced STEM laboratory courses.
dc.description.departmentPhysics
dc.description.librarianhj2026
dc.description.sdgSDG-09: Industry, innovation and infrastructure
dc.description.urihttps://pubs.aip.org/aapt/ajp
dc.identifier.citationHowell, J.C., Flores, B., Naranjo, J.J. et al. 2026, 'Raspberry Pi multispectral imaging camera system (PiMICS) : a low-cost, skills-based physics educational tool', American Journal of Physics, vol. 94, no. 2, pp. 149-153, doi : 10.1119/5.0254097.
dc.identifier.issn0002-9505
dc.identifier.other10.1119/5.0254097
dc.identifier.urihttp://hdl.handle.net/2263/109426
dc.language.isoen
dc.publisherAmerican Association of Physics Teachers
dc.rights© 2026 Author(s). All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
dc.subjectArtificial intelligence (AI)
dc.subjectProgramming languages
dc.subjectTransducers
dc.subjectOptical imaging
dc.subject3D printing
dc.subjectSpectroscopy
dc.subjectSpectral imaging
dc.subjectLight emitting diodes
dc.titleRaspberry Pi multispectral imaging camera system (PiMICS) : a low-cost, skills-based physics educational tool
dc.typeArticle

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