Effects of Background Colors, Flashes, and Exposure Values on the Accuracy of a Smartphone-Based Pill Recognition System Using a Deep Convolutional Neural Network: Deep Learning and Experimental Approach

BACKGROUND: Pill image recognition systems are difficult to develop due to differences in pill color, which are influenced by external factors such as the illumination from and the presence of a flash. OBJECTIVE: In this study, the differences in color between reference images and real-world images...

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Detalles Bibliográficos
Autores principales: Cha, KyeongMin, Woo, Hyun-Ki, Park, Dohyun, Chang, Dong Kyung, Kang, Mira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8367115/
https://www.ncbi.nlm.nih.gov/pubmed/34319239
http://dx.doi.org/10.2196/26000

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8367115/
https://www.ncbi.nlm.nih.gov/pubmed/34319239
http://dx.doi.org/10.2196/26000

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