A survey on food computing

W Min, S Jiang, L Liu, Y Rui, R Jain - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Food is essential for human life and it is fundamental to the human experience. Food-related
study may support multifarious applications and services, such as guiding human behavior …

[HTML][HTML] Deep learning in food category recognition

Y Zhang, L Deng, H Zhu, W Wang, Z Ren, Q Zhou… - Information …, 2023 - Elsevier
Integrating artificial intelligence with food category recognition has been a field of interest for
research for the past few decades. It is potentially one of the next steps in revolutionizing …

[HTML][HTML] A comprehensive survey of image-based food recognition and volume estimation methods for dietary assessment

GA Tahir, CK Loo - Healthcare, 2021 - mdpi.com
Dietary studies showed that dietary problems such as obesity are associated with other
chronic diseases, including hypertension, irregular blood sugar levels, and increased risk of …

[HTML][HTML] Fruit classification using attention-based MobileNetV2 for industrial applications

TB Shahi, C Sitaula, A Neupane, W Guo - Plos one, 2022 - journals.plos.org
Recent deep learning methods for fruits classification resulted in promising performance.
However, these methods are with heavy-weight architectures in nature, and hence require a …

Grab, pay, and eat: Semantic food detection for smart restaurants

E Aguilar, B Remeseiro, M Bolaños… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The increase in awareness of people toward their nutritional habits has drawn considerable
attention to the field of automatic food analysis. Focusing on self-service restaurants …

A review of image-based food recognition and volume estimation artificial intelligence systems

FS Konstantakopoulos, EI Georga… - IEEE Reviews in …, 2023 - ieeexplore.ieee.org
The daily healthy diet and balanced intake of essential nutrients play an important role in
modern lifestyle. The estimation of a meal's nutrient content is an integral component of …

Application of deep learning for image-based Chinese market food nutrients estimation

P Ma, CP Lau, N Yu, A Li, J Sheng - Food Chemistry, 2022 - Elsevier
With commercialization of deep learning (DL) models, daily precision dietary record based
on images from smartphones becomes possible. This study took advantage of DL …

Development of Korean food image classification model using public food image dataset and deep learning methods

M Chun, H Jeong, H Lee, T Yoo, H Jung - IEEE Access, 2022 - ieeexplore.ieee.org
Food image classification is useful in diet management apps for personal health
management. Various methods for classifying food images in a particular country have been …

Vision-based fruit recognition via multi-scale attention CNN

W Min, Z Wang, J Yang, C Liu, S Jiang - Computers and Electronics in …, 2023 - Elsevier
Fruit quality assessment, grading and sorting are of vital importance to fruit processing, and
all these involve fruit recognition. Vision-based fruit recognition can recognize fruit …

Deep learning for food image recognition and nutrition analysis towards chronic diseases monitoring: A systematic review

M Mansouri, S Benabdellah Chaouni… - SN Computer …, 2023 - Springer
The management of daily food intake aids to preserve a healthy body, minimize the risk of
many diseases, and monitor chronic diseases, such as diabetes and heart problems. To …