Evidence map›Paper›PMID 40573518›Full record

ArticleSensors (Basel, Switzerland)2025

A Comprehensive Framework for the Development of a Compact, Cost-Effective, and Robust Hyperspectral Camera Using COTS Components and a VPH Grism.

Sukrit Thongrom, Panuwat Pengphorm, Surachet Wongarrayapanich, Apirat Prasit, Chanisa Kanjanasakul, Wiphu Rujopakarn, Saran Poshyachinda, Chalongrat Daengngam, Nawapong Unsuree

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Sukrit ThongromDivision of Physical Science, Faculty of Science, Prince of Songkla University, Hat Yai District, Songkhla 90110, Thailand.ORCID 0009-0005-1214-5105
Panuwat PengphormDivision of Physical Science, Faculty of Science, Prince of Songkla University, Hat Yai District, Songkhla 90110, Thailand.
Surachet WongarrayapanichNational Astronomical Research Institute of Thailand (Public Organization), Mae Rim District, Chiang Mai 50180, Thailand.
Apirat PrasitNational Astronomical Research Institute of Thailand (Public Organization), Mae Rim District, Chiang Mai 50180, Thailand.
Chanisa KanjanasakulNational Astronomical Research Institute of Thailand (Public Organization), Mae Rim District, Chiang Mai 50180, Thailand.
Wiphu RujopakarnNational Astronomical Research Institute of Thailand (Public Organization), Mae Rim District, Chiang Mai 50180, Thailand.
Saran PoshyachindaNational Astronomical Research Institute of Thailand (Public Organization), Mae Rim District, Chiang Mai 50180, Thailand.
Chalongrat DaengngamDivision of Physical Science, Faculty of Science, Prince of Songkla University, Hat Yai District, Songkhla 90110, Thailand.
Nawapong UnsureeDepartment of Physics, Academic Division, Chulachomklao Royal Military Academy, Muang, Nakhon Nayok 26001, Thailand.

Funding

Fundamental Fund of Thailand Science Research and Innovation (TSRI) through the National Astronomical Research Institute of Thailand (Public Organization) FFB680072/0269Program Management Unit for Human Resources & Institutional Development, Research and Innovation B11F670111
6 · The paper itself

Abstract

Hyperspectral imaging (HSI) is an effective technique for material identification and classification, utilizing spectral signatures with applications in remote sensing, environmental monitoring, and allied disciplines. Despite its potential, the broader adoption of HSI technology is hindered by challenges related to compactness, affordability, and durability, exacerbated by the absence of standardized protocols for developing practical hyperspectral cameras. This study introduces a comprehensive framework for developing a compact, cost-effective, and robust hyperspectral camera, employing commercial off-the-shelf (COTS) components and a volume phase holographic (VPH) grism. The use of COTS components reduces development time and manufacturing costs while maintaining adequate performance, thereby improving accessibility for researchers and engineers. The incorporation of a VPH grism enables an on-axis optical design, enhancing compactness, reducing alignment sensitivity, and improving system robustness. The proposed framework encompasses spectrograph design, including optical simulations and tolerance analysis conducted in ZEMAX OpticStudio, alongside assembly procedures, performance assessment, and hyperspectral image acquisition via a pushbroom scanning approach, all integrated into a structured, step-by-step workflow. The resulting prototype, housed in an aluminum enclosure, operates within the 420-830 nm wavelength range, achieving a spectral resolution of 2 nm across 205 spectral bands. It effectively differentiates vegetation, water, and built structures, resolves atmospheric absorption features, and demonstrates the ability to distinguish materials in low-light conditions, providing a scalable and practical advancement in HSI technology.

Indexed as

commercial off-the-shelf (COTS) componentsgrism-based hyperspectral camerahyperspectral imaging (HSI)on-axis optical layoutvolume phase holographic (VPH) grism

Identifiers

PMID40573518
PMCPMC12196787

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.