Edward Sazonov

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 64

Top Topics

Early Detection

Physical Activity

Wearable Sensors

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yuning Huang, Mohamed Abul Hassan, Jiangpeng He, Janine A. Higgins, Megan A. McCrory, Heather A. Eicher-Miller, John Graham Thomas, Edward Sazonov, Fengqing Maggie Zhu
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. CoRR (2024)
Jianing Qiu, Frank P.-W. Lo, Xiao Gu, Modou L. Jobarteh, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. IEEE Trans. Cybern. 54 (2) (2024)
Md Billal Hossain, Samuel R. LaMunion, Scott E. Crouter, Edward L. Melanson, Edward Sazonov
A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. Sensors 24 (10) (2024)
Md Rejwanul Haque, Md Rafi Islam, Edward Sazonov, Xiangrong Shen
Swing-phase detection of locomotive mode transitions for smooth multi-functional robotic lower-limb prosthesis control. Frontiers Robotics AI 11 (2024)
Eric C. Moses, Chris S. Crawford, Edward Sazonov, Megan A. McCrory, John Graham Thomas, Janine A. Higgins
Investigating the Design of Just-in-Time Adaptive Interventions (JITAIs) Messages Targeting Eating Behaviors. ACM Southeast Regional Conference (2023)
Yue Han, Sri Kalyan Yarlagadda, Tonmoy Ghosh, Fengqing Zhu, Edward Sazonov, Edward J. Delp
Improving Food Detection For Images From a Wearable Egocentric Camera. CoRR (2023)
Md Rejwanul Haque, Md Rafi Islam, Elizabeth Choma, Shannon Hayes, Siobhan McMahon, Edward Sazonov, Xiangrong Shen
Smart Lacelock Sensor for the Balance Assessment of Community-Dwelling Older People. EMBC (2023)
Viprav B. Raju, Masudul H. Imtiaz, Edward Sazonov
Food Image Segmentation Using Multi-Modal Imaging Sensors with Color and Thermal Data. Sensors 23 (2) (2023)
Md Rafi Islam, Md Rejwanul Haque, Masudul H. Imtiaz, Xiangrong Shen, Edward Sazonov
Vision-Based Recognition of Human Motion Intent during Staircase Approaching. Sensors 23 (11) (2023)
Zachary Choffin, Nathan Jeong, Michael Callihan, Edward Sazonov, Seongcheol Jeong
Lower Body Joint Angle Prediction Using Machine Learning and Applied Biomechanical Inverse Dynamics. Sensors 23 (1) (2023)
Prajakta Belsare, Volkan Yusuf Senyurek, Masudul H. Imtiaz, Stephen T. Tiffany, Edward Sazonov
DeepPuff: Utilizing Deep Learning for Smoking Behavior Identification in Free-living Environment. EMBC (2023)
Xueshen Li, Steven Holiday, Matthew Cribbet, Anirudh Bharadwaj, Susan White, Edward Sazonov, Yu Gan
Non-Invasive Screen Exposure Time Assessment Using Wearable Sensor and Object Detection. EMBC (2022)
Tonmoy Ghosh, Edward Sazonov
A Comparative Study of Deep Learning Algorithms for Detecting Food Intake. EMBC (2022)
Wolfe Anderson, Zachary Choffin, Nathan Jeong, Michael Callihan, Seongcheol Jeong, Edward Sazonov
Empirical Study on Human Movement Classification Using Insole Footwear Sensor System and Machine Learning. Sensors 22 (7) (2022)
Wenyan Jia, Yiqiu Ren, Boyang Li, Britney Beatrice, Jingda Que, Shunxin Cao, Zekun Wu, Zhi-Hong Mao, Benny Lo, Alex K. Anderson, Gary Frost, Megan A. McCrory, Edward Sazonov, Matilda Steiner-Asiedu, Tom Baranowski, Lora E. Burke, Mingui Sun
A Novel Approach to Dining Bowl Reconstruction for Image-Based Food Volume Estimation. Sensors 22 (4) (2022)
Kabir Hossain, Tonmoy Ghosh, Edward Sazonov
Development of Cloud-based Infrastructure for Real Time Analysis of Wearable Sensor Signal. AIIoT (2022)
Nagaraj Hegde, Tracy A. Swibas, Edward L. Melanson, Edward Sazonov
Development and Independent Validation of Energy Expenditure Models Using SmartStep. BHI (2022)
Prajakta Belsare, Volkan Yusuf Senyurek, Masudul H. Imtiaz, Jennifer Betts, Courtney A. Motschman, Ashley N. Dowd, Stephen T. Tiffany, Edward Sazonov
Analyzing Impact of Mouthpiece-based Puff Topography Devices on Smoking Behavior using Wearable Sensors. EMBC (2022)
Viprav B. Raju, Edward Sazonov
FOODCAM: A Novel Structured Light-Stereo Imaging System for Food Portion Size Estimation. Sensors 22 (9) (2022)
Jiachuan Peng, Peilun Shi, Jianing Qiu, Xinwei Ju, Frank P.-W. Lo, Xiao Gu, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning. CoRR (2022)
Zachary Choffin, Nathan Jeong, Michael Callihan, Savannah Olmstead, Edward Sazonov, Sarah Thakral, Camilee Getchell, Vito Lombardi
Ankle Angle Prediction Using a Footwear Pressure Sensor and a Machine Learning Technique. Sensors 21 (11) (2021)
Md Rejwanul Haque, Masudul H. Imtiaz, Samuel T. Kwak, Edward Sazonov, Young-Hui Chang, Xiangrong Shen
A Lightweight Exoskeleton-Based Portable Gait Data Collection System. Sensors 21 (3) (2021)
Ajay Ramesh, Viprav B. Raju, Madhav Rao, Edward Sazonov
Food Detection and Segmentation from Egocentric Camera Images. EMBC (2021)
Jianing Qiu, Frank Po Wen Lo, Xiao Gu, Modou L. Jobarteh, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. CoRR (2021)
Yue Han, Sri Kalyan Yarlagadda, Tonmoy Ghosh, Fengqing Zhu, Edward Sazonov, Edward J. Delp
Improving Food Detection For Images From a Wearable Egocentric Camera. IMAWM (2021)
Guangzong Chen, Wenyan Jia, Yifan Zhao, Zhi-Hong Mao, Benny Lo, Alex K. Anderson, Gary Frost, Modou L. Jobarteh, Megan A. McCrory, Edward Sazonov, Matilda Steiner-Asiedu, Richard S. Ansong, Thomas Baranowski, Lora E. Burke, Mingui Sun
Food/Non-Food Classification of Real-Life Egocentric Images in Low- and Middle-Income Countries Based on Image Tagging Features. Frontiers Artif. Intell. 4 (2021)
Abul Barkat Mollah Sayeed Ud Doulah, Tonmoy Ghosh, Delwar Hossain, Masudul H. Imtiaz, Edward Sazonov
"Automatic Ingestion Monitor Version 2" - A Novel Wearable Device for Automatic Food Intake Detection and Passive Capture of Food Images. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Delwar Hossain, Masudul H. Imtiaz, Tonmoy Ghosh, Viprav B. Raju, Edward Sazonov
Real-Time Food Intake Monitoring Using Wearable Egocnetric Camera. EMBC (2020)
Delwar Hossain, Tonmoy Ghosh, Edward Sazonov
Automatic Count of Bites and Chews From Videos of Eating Episodes. IEEE Access 8 (2020)
Masudul H. Imtiaz, Md Rejwanul Haque, Edward Sazonov, Xiangrong Shen
LIDAR Based Walking Speed Estimation: A Portable Solution for Motion Capture. BioRob (2020)
Viprav B. Raju, Edward Sazonov
Detection of Oil-Containing Dressing on Salad Leaves Using Multispectral Imaging. IEEE Access 8 (2020)
Md Rejwanul Haque, Masudul H. Imtiaz, Xiangrong Shen, Edward Sazonov
Real Time Level Ground Walking vs Stair-Climbing Locomotion Mode Detection. IEEE SENSORS (2020)
Prajakta Belsare, Volkan Seyurek, Masudul H. Imtiaz, Edward Sazonov
Cigarette Smoke Exposure Computation using Bioimpedance Sensor. IEEE SENSORS (2020)
Prajakta Belsare, Volkan Yusuf Senyurek, Masudul H. Imtiaz, Stephen Tiffany, Edward Sazonov
Computation of Cigarette Smoke Exposure Metrics From Breathing. IEEE Trans. Biomed. Eng. 67 (8) (2020)
Mohamed Abul Hassan, Edward Sazonov
Selective Content Removal for Egocentric Wearable Camera in Nutritional Studies. IEEE Access 8 (2020)
Masudul H. Imtiaz, Delwar Hossain, Volkan Yusuf Senyurek, Prajakta Belsare, Edward Sazonov
PACT CAM: Wearable Sensor System to Capture the Details of Cigarette Smoking in Free-Living. IEEE SENSORS (2020)
Volkan Yusuf Senyurek, Masudul H. Imtiaz, Prajakta Belsare, Stephen Tiffany, Edward Sazonov
Cigarette Smoking Detection with An Inertial Sensor and A Smart Lighter. Sensors 19 (3) (2019)
Volkan Yusuf Senyurek, Masudul H. Imtiaz, Prajakta Belsare, Stephen Tiffany, Edward Sazonov
A Comparison of SVM and CNN-LSTM Based Approach for Detecting Smoke Inhalations from Respiratory signal. EMBC (2019)
Masudul H. Imtiaz, Volkan Yusuf Senyurek, Prajakta Belsare, Stephen Tiffany, Edward Sazonov
Objective Detection of Cigarette Smoking from Physiological Sensor Signals. EMBC (2019)
Mohamed Abul Hassan, Edward Sazonov
Orientation-Based Food Image Capture for Head Mounted Egocentric Camera. EMBC (2019)
Volkan Yusuf Senyurek, Masudul H. Imtiaz, Prajakta Belsare, Stephen Tiffany, Edward Sazonov
Smoking detection based on regularity analysis of hand to mouth gestures. Biomed. Signal Process. Control. 51 (2019)
Marco Grossi, Annachiara Berardinelli, Edward Sazonov, Wesley Beccaro, Martin Omaña
Sensors and Embedded Systems in Agriculture and Food Analysis. J. Sensors 2019 (2019)
Tonmoy Ghosh, Edward Sazonov, Paula Chandler-Laney
Sensor System for Open/Closed Eye Detection in Infants During Feeding. IEEE SENSORS (2019)
Masudul H. Imtiaz, Raul I. Ramos-Garcia, Shashank Wattal, Stephen Tiffany, Edward Sazonov
Wearable Sensors for Monitoring of Cigarette Smoking in Free-Living: A Systematic Review. Sensors 19 (21) (2019)
Wenlong Tang, George D. Fulk, Stacey Zeigler, Ting Zhang, Edward Sazonov
Estimating Berg Balance Scale and Mini Balance Evaluation System Test Scores by Using Wearable Shoe Sensors. BHI (2019)
Abul Barkat Mollah Sayeed Ud Doulah, Megan A. McCrory, Janine A. Higgins, Edward Sazonov
A Systematic Review of Technology-Driven Methodologies for Estimation of Energy Intake. IEEE Access 7 (2019)
Shashank Wattal, Scott K. Spear, Masudul H. Imtiaz, Edward Sazonov
A polypyrrole-coated textile electrode and connector for wearable ECG monitoring. BSN (2018)
Edward Sazonov, Masudul H. Imtiaz, Jessica Bahorski, Camille R. Schneider, Paula Chandler-Laney
Design and Testing of an Instrumented Infant Feeding Bottle. IEEE SENSORS (2018)
Nagaraj Hegde, Matthew Bries, Tracy Swibas, Edward L. Melanson, Edward Sazonov
Automatic Recognition of Activities of Daily Living Utilizing Insole-Based and Wrist-Worn Wearable Sensors. IEEE J. Biomed. Health Informatics 22 (4) (2018)
K. Vinay Chandrasekhar, Masudul H. Imtiaz, Edward Sazonov
Motion-Adaptive Image Capture in a Body-Worn Wearable Sensor. IEEE SENSORS (2018)
Abul Barkat Mollah Sayeed Ud Doulah, Xin Yang, Jason Parton, Janine A. Higgins, Megan A. McCrory, Edward Sazonov
The importance of field experiments in testing of sensors for dietary assessment and eating behavior monitoring. EMBC (2018)
Raul I. Ramos-Garcia, Edward Sazonov, Stephen Tiffany
Recognizing cigarette smoke inhalations using hidden Markov models. EMBC (2017)
Muhammad Farooq, Edward Sazonov
Feature Extraction Using Deep Learning for Food Type Recognition. IWBBIO (1) (2017)
Nagaraj Hegde, Matthew Bries, Edward L. Melanson, Edward Sazonov
One size fits all electronics for insole-based activity monitoring. EMBC (2017)
Raul I. Ramos-Garcia, Masudul H. Imtiaz, Edward Sazonov, Stephen T. Tiffany
Evaluation of RIP sensor calibration stability for daily estimation of lung volume. ICST (2017)
Stavroula G. Mougiakakou, Giovanni Maria Farinella, Keiji Yanai, Edward Sazonov
Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Muhammad Farooq, Edward Sazonov
Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses With Piezoelectric Sensor. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Abul Barkat Mollah Sayeed Ud Doulah, Xiangrong Shen, Edward Sazonov
Early Detection of the Initiation of Sit-to-Stand Posture Transitions Using Orthosis-Mounted Sensors. Sensors 17 (12) (2017)
Abul Barkat Mollah Sayeed Ud Doulah, Edward Sazonov
Clustering of Food Intake Images into Food and Non-food Categories. IWBBIO (1) (2017)
Muhammad Farooq, Edward Sazonov
Real time monitoring and recognition of eating and physical activity with a wearable device connected to the eyeglass. ICST (2017)
Muhammad Farooq, Edward Sazonov
A Novel Wearable Device for Food Intake and Physical Activity Recognition. Sensors 16 (7) (2016)
Raul I. Ramos-Garcia, Stephen Tiffany, Edward Sazonov
Using respiratory signals for the recognition of human activities. EMBC (2016)
Nagaraj Hegde, Edward L. Melanson, Edward Sazonov
Development of a real time activity monitoring Android application utilizing SmartStep. EMBC (2016)
Muhammad Farooq, Edward Sazonov
Detection of chewing from piezoelectric film sensor signals using ensemble classifiers. EMBC (2016)
Jason Bell, Xiangrong Shen, Edward Sazonov
Early detection of sit-to-stand transitions in a lower limb orthosis. EMBC (2015)
Muhammad Farooq, Edward Sazonov
Comparative testing of piezoelectric and printed strain sensors in characterization of chewing. EMBC (2015)
Muhammad Farooq, Paula Chandler-Laney, Maria Hernandez-Reif, Edward Sazonov
A wireless sensor system for quantification of infant feeding behavior. Wireless Health (2015)
Edward Sazonov, Nagaraj Hegde, Raymond C. Browning, Edward L. Melanson, Nadezhda A. Sazonova
Posture and Activity Recognition and Energy Expenditure Estimation in a Wearable Platform. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Emil Jovanov, Edward Sazonov, Carmen C. Y. Poon
Sensors and systems for obesity care and research. EMBC (2014)
Edward Sazonov, Robert Abele, Ashley Gerrity, Patrick May, Kenneth Spradling, Travis Kennamore, Yu-Ying Chen, Philip Klebine
Development of wheelchair cushion pressure monitoring system. MeMeA (2014)
Juan M. Fontana, Muhammad Farooq, Edward Sazonov
Automatic Ingestion Monitor: A Novel Wearable Device for Monitoring of Ingestive Behavior. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Yogendra Patil, Stephen Tiffany, Edward Sazonov
Understanding smoking behavior using wearable sensors: Relative importance of various sensor modalities. EMBC (2014)
Phil Hart, Rebekah Bierwirth, George D. Fulk, Edward Sazonov
The design and evaluation of an activity monitoring user interface for people with stroke. EMBC (2014)
Yogendra Patil, Paulo Lopez-Meyer, Stephen Tiffany, Edward Sazonov
Detection of cigarette smoke inhalations from respiratory signals using reduced feature set. EMBC (2013)
Juan M. Fontana, Muhammad Farooq, Edward Sazonov
Estimation of feature importance for food intake detection based on Random Forests classification. EMBC (2013)
Paulo Lopez-Meyer, Stephen Tiffany, Yogendra Patil, Edward Sazonov
Monitoring of Cigarette Smoking Using Wearable Sensors and Support Vector Machines. IEEE Trans. Biomed. Eng. 60 (7) (2013)
Muhammad Farooq, Juan M. Fontana, Akua F. Boateng, Megan A. McCrory, Edward Sazonov
A Comparative Study of Food Intake Detection Using Artificial Neural Network and Support Vector Machine. ICMLA (1) (2013)
Paulo Lopez-Meyer, Stephanie Schuckers, Oleksandr Makeyev, Juan M. Fontana, Edward Sazonov
Automatic identification of the number of food items in a meal using clustering techniques based on the monitoring of swallowing and chewing. Biomed. Signal Process. Control. 7 (5) (2012)
Paulo Lopez-Meyer, Stephen Tiffany, Edward Sazonov
Identification of cigarette smoke inhalations from wearable sensor data using a Support Vector Machine classifier. EMBC (2012)
Oleksandr Makeyev, Paulo Lopez-Meyer, Stephanie Schuckers, Walter G. Besio, Edward Sazonov
Automatic food intake detection based on swallowing sounds. Biomed. Signal Process. Control. 7 (6) (2012)
Edward Sazonov, George D. Fulk, James Hill, Yves Schutz, Raymond C. Browning
Monitoring of Posture Allocations and Activities by a Shoe-Based Wearable Sensor. IEEE Trans. Biomed. Eng. 58 (4) (2011)
Paulo Lopez-Meyer, George D. Fulk, Edward Sazonov
Automatic Detection of Temporal Gait Parameters in Poststroke Individuals. IEEE Trans. Inf. Technol. Biomed. 15 (4) (2011)
Oleksandr Makeyev, Edward Sazonov, Mikhail P. Moklyachuk, Paulo Lopez-Meyer
Hybrid evolutionary algorithm for microscrew thread parameter estimation. Eng. Appl. Artif. Intell. 23 (4) (2010)
Edward Sazonov, Oleksandr Makeyev, Stephanie A. C. Schuckers, Paulo Lopez-Meyer, Edward L. Melanson, Michael R. Neuman
Automatic Detection of Swallowing Events by Acoustical Means for Applications of Monitoring of Ingestive Behavior. IEEE Trans. Biomed. Eng. 57 (3) (2010)
Nadezhda Sazonova, Edward Sazonov, E. James Harner
Algorithm for haplotype resolution and block partitioning for partial XOR-genotype data. J. Biomed. Informatics 43 (1) (2010)
Vidya Krishnamurthy, Edward Sazonov
Bandwidth Optimization in 802.15.4 Networks through Evolutionary Slot Assignment. Int. J. Commun. Netw. Syst. Sci. 2 (6) (2009)
Oleksandr Makeyev, Edward Sazonov, Tatiana Baidyk, Anabel Martín
Limited receptive area neural classifier for texture recognition of mechanically treated metal surfaces. Neurocomputing 71 (7-9) (2008)
Aaron Lewicke, Edward Sazonov, Michael J. Corwin, Michael R. Neuman, Stephanie A. C. Schuckers
Sleep Versus Wake Classification From Heart Rate Variability Using Computational Intelligence: Consideration of Rejection in Classification Models. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Vidya Krishnamurthy, Edward Sazonov
Reservation-based protocol for monitoring applications using IEEE 802.15.4 sensor networks. Int. J. Sens. Networks 4 (3) (2008)
Oleksandr Makeyev, Edward Sazonov, Stephanie Schuckers, Paulo Lopez-Meyer, Tatyana Baidyk, Edward L. Melanson, Michael R. Neuman
Recognition of Swallowing Sounds Using Time-Frequency Decomposition and Limited Receptive Area Neural Classifier. SGAI Conf. (Applications) (2008)
Oleksandr Makeyev, Edward Sazonov, Stephanie A. C. Schuckers, Edward L. Melanson, Michael R. Neuman
Limited receptive area neural classifier for recognition of swallowing sounds using short-time Fourier transform. IJCNN (2007)
Nadezhda A. Sazonova, Edward Sazonov, Bozhao Tan, Stephanie A. C. Schuckers
Sleep State Scoring in Infants from Respiratory and Activity Measurements. EMBC (2006)