Title :
Measuring Calorie and Nutrition From Food Image
Author :
Pouladzadeh, Parisa ; Shirmohammadi, Shervin ; Al-Maghrabi, Rana
Author_Institution :
Distrib. & Collaborative Virtual Environ. Res. Lab., Univ. of Ottawa, Ottawa, ON, Canada
Abstract :
As people across the globe are becoming more interested in watching their weight, eating more healthy, and avoiding obesity, a system that can measure calories and nutrition in every day meals can be very useful. In this paper, we propose a food calorie and nutrition measurement system that can help patients and dietitians to measure and manage daily food intake. Our system is built on food image processing and uses nutritional fact tables. Recently, there has been an increase in the usage of personal mobile technology such as smartphones or tablets, which users carry with them practically all the time. Via a special calibration technique, our system uses the built-in camera of such mobile devices and records a photo of the food before and after eating it to measure the consumption of calorie and nutrient components. Our results show that the accuracy of our system is acceptable and it will greatly improve and facilitate current manual calorie measurement techniques.
Keywords :
biomedical measurement; calibration; cameras; computerised instrumentation; food products; medical image processing; mobile computing; patient treatment; volume measurement; built-in camera; calibration technique; food calorie measurement system; food image processing; food nutrition measurement system; food photo recording; mobile device; nutritional fact tables; personal mobile technology; Accuracy; Feature extraction; Image color analysis; Image segmentation; Support vector machines; Thumb; Volume measurement; Calorie measurement; food image processing; obesity management; obesity management.;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2014.2303533