Review and evaluation of innovative technologies for measuring diet in nutritional epidemiology

AK Illner, H Freisling, H Boeing… - International journal …, 2012 - academic.oup.com
Introduction The use of innovative technologies is deemed to improve dietary assessment in
various research settings. However, their relative merits in nutritional epidemiological …

A review on vision-based analysis for automatic dietary assessment

W Wang, W Min, T Li, X Dong, H Li, S Jiang - Trends in Food Science & …, 2022 - Elsevier
Background: Maintaining a healthy diet is vital to avoid health-related issues, eg,
undernutrition, obesity and many non-communicable diseases. An indispensable part of the …

[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 …

Food recognition: a new dataset, experiments, and results

G Ciocca, P Napoletano… - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
We propose a new dataset for the evaluation of food recognition algorithms that can be used
in dietary monitoring applications. Each image depicts a real canteen tray with dishes and …

The use of mobile devices in aiding dietary assessment and evaluation

F Zhu, M Bosch, I Woo, SY Kim… - IEEE journal of …, 2010 - ieeexplore.ieee.org
There is a growing concern about chronic diseases and other health problems related to diet
including obesity and cancer. The need to accurately measure diet (what foods a person …

Foodcam: A real-time food recognition system on a smartphone

Y Kawano, K Yanai - Multimedia Tools and Applications, 2015 - Springer
We propose a mobile food recognition system, FoodCam, the purposes of which are
estimating calorie and nutrition of foods and recording a user's eating habits. In this paper …

Prevention and treatment of pediatric obesity using mobile and wireless technologies: a systematic review

T Turner, D Spruijt‐Metz, CKF Wen… - Pediatric obesity, 2015 - Wiley Online Library
Mobile health (mHealth) is a relatively nascent field, with a variety of technologies being
explored and developed. Because of the explosive growth in this field, it is of interest to …

Real-time mobile food recognition system

Y Kawano, K Yanai - Proceedings of the IEEE Conference on …, 2013 - cv-foundation.org
We propose a mobile food recognition system the purposes of which are estimating calorie
and nutritious of foods and recording a user's eating habits. Since all the processes on …

Evidence-based development of a mobile telephone food record

BL Six, TRE Schap, FM Zhu, A Mariappan… - Journal of the American …, 2010 - Elsevier
Mobile telephones with an integrated camera can provide a unique mechanism for
collecting dietary information that reduces burden on record-keepers. Objectives for this …

[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 …