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 …

A review on food recognition technology for health applications

D Allegra, S Battiato, A Ortis, S Urso… - Health psychology …, 2020 - pmc.ncbi.nlm.nih.gov
Food understanding from digital media has become a challenge with important applications
in many different domains. On the other hand, food is a crucial part of human life since the …

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 …

Yum-me: a personalized nutrient-based meal recommender system

L Yang, CK Hsieh, H Yang, JP Pollak, N Dell… - ACM Transactions on …, 2017 - dl.acm.org
Nutrient-based meal recommendations have the potential to help individuals prevent or
manage conditions such as diabetes and obesity. However, learning people's food …

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 …

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 …

Hierarchical attention network for visually-aware food recommendation

X Gao, F Feng, X He, H Huang, X Guan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Food recommender systems play an important role in assisting users to identify the desired
food to eat. Deciding what food to eat is a complex and multi-faceted process, which is …

Menu-match: Restaurant-specific food logging from images

O Beijbom, N Joshi, D Morris… - 2015 IEEE Winter …, 2015 - ieeexplore.ieee.org
Logging food and calorie intake has been shown to facilitate weight management.
Unfortunately, current food logging methods are time-consuming and cumbersome, which …

Multiple hypotheses image segmentation and classification with application to dietary assessment

F Zhu, M Bosch, N Khanna… - IEEE journal of …, 2014 - ieeexplore.ieee.org
We propose a method for dietary assessment to automatically identify and locate food in a
variety of images captured during controlled and natural eating events. Two concepts are …

Visual aware hierarchy based food recognition

R Mao, J He, Z Shao, SK Yarlagadda, F Zhu - International conference on …, 2021 - Springer
Food recognition is one of the most important components in image-based dietary
assessment. However, due to the different complexity level of food images and inter-class …