Mobile Near-infrared Sensing—A Systematic Review on Devices, Data, Modeling, and Applications

Mobile near-infrared sensing is becoming an increasingly important method in many research and industrial areas. To help consolidate progress in this area, we use the PRISMA guidelines to conduct a systematic review of mobile near-infrared sensing, including (1) existing prototypes and commercial pr...

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Bibliographic Details
Published in:ACM computing surveys 2024-08, Vol.56 (8), p.1-36, Article 201
Main Authors: Jiang, Weiwei, Goncalves, Jorge, Kostakos, Vassilis
Format: Article
Language:English
Subjects:
Applied computing
Computer science
Computing methodologies
Data collection
Human-centered computing
Industrial areas
Machine learning
Physical sciences and engineering
Ubiquitous and mobile computing
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Summary:Mobile near-infrared sensing is becoming an increasingly important method in many research and industrial areas. To help consolidate progress in this area, we use the PRISMA guidelines to conduct a systematic review of mobile near-infrared sensing, including (1) existing prototypes and commercial products, (2) data collection techniques, (3) machine learning methods, and (4) relevant application areas. Our work measures historical and current trends and identifies current challenges and future directions for this emerging topic.
ISSN:0360-0300
1557-7341
DOI:10.1145/3652596