Detection of Food Intake Events From Throat Microphone Recordings Using Convolutional Neural Networks

• Published in: 2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) pp. 1 - 6
• Main Authors: Tugtekin Turan, M.A., Erzin, Engin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2018
• Subjects: convolutional neural network; dietary monitoring; food intake detection; throat microphone; wearable sensors

Food intake analysis is a crucial step to develop an automated dietary monitoring system. Processing of eating sounds deliver important cues for the food intake monitoring. Recent studies on detection of eating activity generally utilize multimodal data from multiple sensors with conventional featur...