Dietary Monitoring for Diabetes & Obesity: Detection and Quantification of Chewing Behavior - Background and Phenomenology Technical Report MPCL-08-07
نویسنده
چکیده
An important component of maintaining a healthy lifestyle is a healthy diet. Dietary monitoring can be effected using wearable sensors or computers, networked to achieve dense communication with one or more monitoring and analysis nodes. Dietary monitoring sensor modalities include motion, acoustic signals, electrical signals from muscles, and analysis of facial imagery from video sequences. In this technical summary, we overview the role of video-based detection and quantification of chewing behaviors for dietary monitoring. Section 1 overviews the context of mastication in health diet, and details techniques by which chewing has been detected in previous work. Section 2 discusses the neurophysiological basis for chewing, and overview the work of Cutler et al. in the detection and quantification of periodic motion. Original papers are abstracted, and bibliographies are reproduced at the end of this summary. Section 3 overviews the application of Cutler’s work to the analysis of video imagery containing facial regions in which chewing behavior is manifest. Preliminary conclusions are presented in Section 4.
منابع مشابه
The study on the knowledge, attitude and practice of Tehran citizens about Health and Disease in 2011 (KAP): overview of methodology and primary results
Background: The study of their knowledge, attitude, and behavior toward health is an essential step for health planning. In the urban area, there are several concerns about environmental pollution, health status, the dangers of insecurity, and bad dietary habits. The aim of the study was the determination of knowledge, attitude, and behavior of Tehran citizens in order to plan better municipal ...
متن کاملRecognition of dietary activity events using on-body sensors
OBJECTIVE An imbalanced diet elevates health risks for many chronic diseases including obesity. Dietary monitoring could contribute vital information to lifestyle coaching and diet management, however, current monitoring solutions are not feasible for a long-term implementation. Towards automatic dietary monitoring, this work targets the continuous recognition of dietary activities using on-bod...
متن کاملDietary Habits and a Need Assessment Survey of Obese Working Adults in Delhi, India
Background: Lifestyle changes in working adults have caused a high prevalence of obesity and various interrelated comorbidities, including hypertension, type 2 diabetes, and cardiovascular diseases. Healthy dietary modifications can help tackle these problems, but easy accessibility to healthier options is an issue. This study aims to investigate the dietary habits of obese adults and identify ...
متن کاملالگوهای غذایی غالب و خطر چاقی عمومی و شکمی در افراد مبتلا به دیابت نوع 2
Introduction: Few studies have investigated the association between dietary patterns, general and central obesity in type 2 diabetic patients. The aim of this study is to determine this relation among type 2 diabetic patients living in Tehran. Methods: In this cross-sectional study, 728 patients with type 2 diabetes from the Tehran diabetes centers were participated. Usual dietary intake ...
متن کاملAssociations between Dietary Diversity Scores and Obesity Phenotypes in Women
Background and Objectives: Dietary diversity is a proxy measurement of overall dietary quality. The aim of this study was to assess relationships between dietary diversity score and obesity phenotypes in women, Tehran, Iran. Materials and Methods: In this cross-sectional study, 197 women aged ≥ 25 years from Municipal District 7 of Tehran were participated. Food intakes were calculated using s...
متن کامل