A review on vision-based analysis for automatic dietary assessment
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 …
undernutrition, obesity and many non-communicable diseases. An indispensable part of the …
Im2Calories: towards an automated mobile vision food diary
We present a system which can recognize the contents of your meal from a single image,
and then predict its nutritional contents, such as calories. The simplest version assumes that …
and then predict its nutritional contents, such as calories. The simplest version assumes that …
Yum-me: a personalized nutrient-based meal recommender system
Nutrient-based meal recommendations have the potential to help individuals prevent or
manage conditions such as diabetes and obesity. However, learning people's food …
manage conditions such as diabetes and obesity. However, learning people's food …
A study on food value estimation from images: taxonomies, datasets, and techniques
Monitoring nutritional values in food can help an individual in planning a healthy diet. In
addition, regular dietary assessment can improve and maintain the physical and mental …
addition, regular dietary assessment can improve and maintain the physical and mental …
Social media image analysis for public health
Several projects have shown the feasibility to use emph {textual} social media data to track
public health concerns, such as temporal influenza patterns or geographical obesity …
public health concerns, such as temporal influenza patterns or geographical obesity …
Is saki# delicious? the food perception gap on instagram and its relation to health
Food is an integral part of our life and what and how much we eat crucially affects our health.
Our food choices largely depend on how we perceive certain characteristics of food, such as …
Our food choices largely depend on how we perceive certain characteristics of food, such as …
The impact of recipe features, social cues and demographics on estimating the healthiness of online recipes
Apart from taste, people increasingly consider nutritional facts when choosing a recipe or a
meal. Researchers and companies alike aim to support health-conscious choices by …
meal. Researchers and companies alike aim to support health-conscious choices by …
Bites 'n'bits: Inferring eating behavior from contextual mobile data
We collect and analyze mobile data about everyday eating occasions to study eating
behavior in relation to its context (time, location, social context, related activities and physical …
behavior in relation to its context (time, location, social context, related activities and physical …
Cookpad image dataset: An image collection as infrastructure for food research
J Harashima, Y Someya, Y Kikuta - … of the 40th International ACM SIGIR …, 2017 - dl.acm.org
In food-related services, image information is as important as text information for users. For
example, in recipe search services, users find recipes based not only on text but also …
example, in recipe search services, users find recipes based not only on text but also …
Calories prediction from food images
M Chokr, S Elbassuoni - Proceedings of the AAAI Conference on …, 2017 - ojs.aaai.org
Calculating the amount of calories in a given food item is now a common task. We propose a
machine-learning-based approach to predict the amount of calories from food images. Our …
machine-learning-based approach to predict the amount of calories from food images. Our …