Review of the Open Data Sets for Contactless Sensing
| العنوان: | Review of the Open Data Sets for Contactless Sensing |
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| المؤلفون: | Liang, Kangyue, Chen, Junxin, He, Tongyue, Wang, Wei, Singh, Amit Kumar, Rawat, Danda B., Song, Houbing, Lyu, Zhihan, Dr., 1984 |
| المصدر: | IEEE Internet of Things Journal. 11(11):19000-19022 |
| مصطلحات موضوعية: | Acoustic sensing, contactless sensing, data set, vision sensing, wireless sensing |
| الوصف: | Recent years have witnessed the increasing popularity and dramatic progress of contactless sensing technologies, which are able to conduct remote signal acquisition without body contact. Both the physical signs and the physiological parameters can be acquired with contactless sensing. This article introduces popular contactless sensing technologies, explores their application scenarios, and delves into the underlying theoretical principles. It comprehensively reviews the open data sets released in this field, encompassing collection scenarios, sample counts, data formats, and volunteer information. The performance baseline, typical work, and accessible links are also furnished. In addition, it includes discussions on the primary challenges and potential solutions in the context of contactless sensing with open data sets. Finally, suggestions for establishing a high-quality data set are also given to the community. |
| وصف الملف: | electronic |
| URL الوصول: | https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-537283 https://doi.org/10.1109/JIOT.2024.3351838 https://uu.diva-portal.org/smash/get/diva2:1895524/FULLTEXT01.pdf |
| قاعدة البيانات: | SwePub |
| تدمد: | 23274662 |
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| DOI: | 10.1109/JIOT.2024.3351838 |