20 Publications
2019
Validation of Sensor-Based Food Intake Detection by Multicamera Video Observation in an Unconstrained Environment
Nutrients. | Journal Article
2018
Accelerometer-Based Detection of Food Intake in Free-Living Individuals
Farooq, M. and Sazonov, E.
IEEE Sensors Journal, vol. 18, pp. 3752-3758. | Journal Article
 
Real time monitoring and recognition of eating and physical activity with a wearable device connected to the eyeglass
Farooq, M. and Sazonov, E.
Proceedings of the International Conference on Sensing Technology, ICST, vol. 2017-December, pp. 1-6. | Conference Proceeding
2017
Feature extraction using deep learning for food type recognition
Farooq, M. and Sazonov, E.
2017
 
Reduction of energy intake using just-in-time feedback from a wearable sensor system
Farooq, Muhammad⋅Farooq, M.⋅Mc Crory, Megan A⋅McCrory, M.A.⋅Sazonov, Edward and Sazonov, E.
Obesity, vol. 25, pp. 676-681. | Journal Article
 
Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses with Piezoelectric Sensor
Farooq, M. and Sazonov, E.
IEEE Journal of Biomedical and Health Informatics, vol. 21, pp. 1495-1503. | Journal Article
2016
A Novel Wearable Device for Food Intake and Physical Activity Recognition. Sensors
Farooq, Muhammad and Sazonov, Edward
. | Journal Article
 
Automatic Measurement of Chew Count and Chewing Rate during Food Intake. Electronics
Farooq, Muhammad
. | Journal Article
 
Detection of chewing from piezoelectric film sensor signals using ensemble classifiers
Farooq, M. and Sazonov, E.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2016-October, pp. 4929-4932. | Conference Proceeding
 
Linear regression models for chew count estimation from piezoelectric sensor signals
Farooq, M. and Sazonov, E.
Proceedings of the International Conference on Sensing Technology, ICST. | Conference Proceeding
2015
Comparative testing of piezoelectric and printed strain sensors in characterization of chewing
Farooq, M. and Sazonov, E.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2015-November, pp. 7538-7541. | Conference Proceeding
 
Demonstration paper: A wireless sensor system for quantification of infant feeding behavior
Farooq, M.⋅Chandler-Laney, P.⋅Sazonov, E. and Hernandez-Reif, M.
Proceedings - Wireless Health 2015, WH 2015. | Conference Proceeding
 
Monitoring of infant feeding behavior using a jaw motion sensor
Farooq, M.⋅Chandler-Laney, P.C.⋅Hernandez-Reif, M. and Sazonov, E.
Journal of Healthcare Engineering, vol. 6, pp. 23-40. | Journal Article
 
Strain sensors in wearable devices
Farooq, M. and Sazonov, E.
2015
2014
A novel approach for food intake detection using electroglottography
Farooq, M.⋅Fontana, J.M. and Sazonov, E.
Physiological Measurement, vol. 35, pp. 739-751. | Journal Article
 
Automatic ingestion monitor: a novel wearable device for monitoring of ingestive behavior.
Fontana, Juan M⋅Farooq, Muhammad and Sazonov, Edward
IEEE transactions on bio-medical engineering, vol. 61, (no. 6), pp. 1772-1779, June 2014. | Journal Article
2013
A comparative study of food intake detection using artificial neural network and support vector machine
Farooq, M.⋅Fontana, J.M.⋅Boateng, A.F.⋅McCrory, M.A. and Sazonov, E.
Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013, vol. 1, pp. 153-157. | Conference Proceeding
 
Estimation of feature importance for food intake detection based on Random Forests classification.
Fontana, Juan M⋅Farooq, Muhammad and Sazonov, Edward
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2013, pp. 6756-9, 2013. | Journal Article
2012
Damage detection and identification in smart structures using SVM and ANN
Farooq, M.⋅Zheng, H.⋅Nagabhushana, A.⋅Roy, S.⋅Burkett, S.⋅Barkey, M.⋅Kotru, S. and Sazonov, E.
Proceedings of SPIE - The International Society for Optical Engineering, vol. 8346. | Conference Proceeding
2008
Real time object tracking in a video sequence using a fixed point dsp
Shah, S.A.A.⋅Khattak, T.J.⋅Farooq, M.⋅Khawaja, Y.M.⋅Bais, A.⋅Anees, A. and Khan, M.U.K.
2008