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Edward Sazonov
Edward S. Sazonov
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2020 – today
- 2024
- [j42]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) - [j41]Md Billal Hossain
, Samuel R. LaMunion
A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. Sensors 24(10): 3046 (2024) - [j40]Jianing Qiu
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. IEEE Trans. Cybern. 54(2): 679-692 (2024) - [c62]Yuning Huang, M. A Hassan, Jiangpeng He, Janine A. Higgins, Megan A. McCrory, Heather A. Eicher-Miller, J. Graham Thomas, Edward Sazonov, Fengqing Zhu:
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. CVPR Workshops 2024: 3685-3694 - [i7]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 abs/2405.07827 (2024) - [i6]Xinlong Hou, Sen Shen, Xueshen Li, Xinran Gao, Ziyi Huang, Steven Holiday, Matthew Cribbet, Susan W. White, Edward Sazonov, Yu Gan:
Enhancing Screen Time Identification in Children with a Multi-View Vision Language Model and Screen Time Tracker. CoRR abs/2410.01966 (2024) - 2023
- [j39]Zachary Choffin
Lower Body Joint Angle Prediction Using Machine Learning and Applied Biomechanical Inverse Dynamics. Sensors 23(1): 228 (2023) - [j38]Viprav B. Raju, Masudul H. Imtiaz, Edward Sazonov
Food Image Segmentation Using Multi-Modal Imaging Sensors with Color and Thermal Data. Sensors 23(2): 560 (2023) - [j37]Md Rafi Islam
Vision-Based Recognition of Human Motion Intent during Staircase Approaching. Sensors 23(11): 5355 (2023) - [c61]Eric C. Moses
Investigating the Design of Just-in-Time Adaptive Interventions (JITAIs) Messages Targeting Eating Behaviors. ACM Southeast Regional Conference 2023: 144-148 - [c60]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: 1-5 - [c59]Md Rejwanul Haque, Md Rafi Islam, Elizabeth Choma, Shannon Hayes, Siobhan McMahon
Smart Lacelock Sensor for the Balance Assessment of Community-Dwelling Older People. EMBC 2023: 1-4 - [i5]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 abs/2301.07861 (2023) - 2022
- [j36]Wenyan Jia
A Novel Approach to Dining Bowl Reconstruction for Image-Based Food Volume Estimation. Sensors 22(4): 1493 (2022) - [j35]Wolfe Anderson, Zachary Choffin, Nathan Jeong
Empirical Study on Human Movement Classification Using Insole Footwear Sensor System and Machine Learning. Sensors 22(7): 2743 (2022) - [j34]Viprav B. Raju, Edward Sazonov
FOODCAM: A Novel Structured Light-Stereo Imaging System for Food Portion Size Estimation. Sensors 22(9): 3300 (2022) - [c58]Kabir Hossain, Tonmoy Ghosh, Edward Sazonov:
Development of Cloud-based Infrastructure for Real Time Analysis of Wearable Sensor Signal. AIIoT 2022: 565-570 - [c57]Nagaraj Hegde, Tracy A. Swibas, Edward L. Melanson, Edward Sazonov:
Development and Independent Validation of Energy Expenditure Models Using SmartStep. BHI 2022: 1-8 - [c56]Prajakta Belsare, Volkan Yusuf Senyurek, Masudul H. Imtiaz, Jennifer Betts, Courtney A. Motschman, Ashley N. Dowd
Analyzing Impact of Mouthpiece-based Puff Topography Devices on Smoking Behavior using Wearable Sensors. EMBC 2022: 1787-1791 - [c55]Tonmoy Ghosh, Edward Sazonov:
A Comparative Study of Deep Learning Algorithms for Detecting Food Intake. EMBC 2022: 2993-2996 - [c54]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: 4917-4920 - [d3]Viprav B. Raju
Multispectral Dataset of Oil and Vinegar dressings on salad leaves. IEEE DataPort, 2022 - [i4]Jiachuan Peng, Peilun Shi, Jianing Qiu, Xinwei Ju
Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning. CoRR abs/2208.12160 (2022) - 2021
- [j33]Guangzong Chen, Wenyan Jia
Food/Non-Food Classification of Real-Life Egocentric Images in Low- and Middle-Income Countries Based on Image Tagging Features. Frontiers Artif. Intell. 4: 644712 (2021) - [j32]Md Rejwanul Haque
A Lightweight Exoskeleton-Based Portable Gait Data Collection System. Sensors 21(3): 781 (2021) - [j31]Zachary Choffin, Nathan Jeong
Ankle Angle Prediction Using a Footwear Pressure Sensor and a Machine Learning Technique. Sensors 21(11): 3790 (2021) - [j30]Abul Barkat Mollah Sayeed Ud Doulah
"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): 568-576 (2021) - [c53]Yue Han
Improving Food Detection For Images From a Wearable Egocentric Camera. IMAWM 2021: 1-7 - [c52]Ajay Ramesh
Food Detection and Segmentation from Egocentric Camera Images. EMBC 2021: 2736-2740 - [i3]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 abs/2107.00372 (2021) - 2020
- [j29]Viprav B. Raju
Detection of Oil-Containing Dressing on Salad Leaves Using Multispectral Imaging. IEEE Access 8: 86196-86206 (2020) - [j28]Delwar Hossain
Automatic Count of Bites and Chews From Videos of Eating Episodes. IEEE Access 8: 101934-101945 (2020) - [j27]Mohamed Abul Hassan
Selective Content Removal for Egocentric Wearable Camera in Nutritional Studies. IEEE Access 8: 198615-198623 (2020) - [j26]Prajakta Belsare
Computation of Cigarette Smoke Exposure Metrics From Breathing. IEEE Trans. Biomed. Eng. 67(8): 2309-2316 (2020) - [c51]Masudul H. Imtiaz, Md Rejwanul Haque
LIDAR Based Walking Speed Estimation: A Portable Solution for Motion Capture. BioRob 2020: 934-938 - [c50]Delwar Hossain, Masudul H. Imtiaz, Tonmoy Ghosh
Real-Time Food Intake Monitoring Using Wearable Egocnetric Camera. EMBC 2020: 4191-4195 - [c49]Prajakta Belsare, Volkan Seyurek, Masudul H. Imtiaz, Edward Sazonov:
Cigarette Smoke Exposure Computation using Bioimpedance Sensor. IEEE SENSORS 2020: 1-4 - [c48]Md Rejwanul Haque, Masudul H. Imtiaz, Xiangrong Shen, Edward Sazonov:
Real Time Level Ground Walking vs Stair-Climbing Locomotion Mode Detection. IEEE SENSORS 2020: 1-4 - [c47]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: 1-4 - [d2]Juan M. Fontana
Dataset of Photographic Food Records. IEEE DataPort, 2020 - [d1]Volkan Yusuf Senyurek
In-smoking respiration and hand gesture IMU signals. IEEE DataPort, 2020
2010 – 2019
- 2019
- [j25]Abul Barkat Mollah Sayeed Ud Doulah
A Systematic Review of Technology-Driven Methodologies for Estimation of Energy Intake. IEEE Access 7: 49653-49668 (2019) - [j24]Volkan Yusuf Senyurek
Smoking detection based on regularity analysis of hand to mouth gestures. Biomed. Signal Process. Control. 51: 106-112 (2019) - [j23]Marco Grossi
Sensors and Embedded Systems in Agriculture and Food Analysis. J. Sensors 2019: 6808674:1-6808674:2 (2019) - [j22]Volkan Yusuf Senyurek
Cigarette Smoking Detection with An Inertial Sensor and A Smart Lighter. Sensors 19(3): 570 (2019) - [j21]Masudul H. Imtiaz, Raul I. Ramos-Garcia, Shashank Wattal
Wearable Sensors for Monitoring of Cigarette Smoking in Free-Living: A Systematic Review. Sensors 19(21): 4678 (2019) - [c46]Wenlong Tang, George D. Fulk
Estimating Berg Balance Scale and Mini Balance Evaluation System Test Scores by Using Wearable Shoe Sensors. BHI 2019: 1-4 - [c45]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: 3262-3265 - [c44]Masudul H. Imtiaz, Volkan Yusuf Senyurek, Prajakta Belsare, Stephen Tiffany, Edward Sazonov:
Objective Detection of Cigarette Smoking from Physiological Sensor Signals. EMBC 2019: 3563-3566 - [c43]Mohamed Abul Hassan, Edward Sazonov:
Orientation-Based Food Image Capture for Head Mounted Egocentric Camera. EMBC 2019: 7145-7148 - [c42]Tonmoy Ghosh
Sensor System for Open/Closed Eye Detection in Infants During Feeding. IEEE SENSORS 2019: 1-4 - 2018
- [j20]Nagaraj Hegde
Automatic Recognition of Activities of Daily Living Utilizing Insole-Based and Wrist-Worn Wearable Sensors. IEEE J. Biomed. Health Informatics 22(4): 979-988 (2018) - [c41]Shashank Wattal, Scott K. Spear, Masudul H. Imtiaz, Edward Sazonov:
A polypyrrole-coated textile electrode and connector for wearable ECG monitoring. BSN 2018: 54-57 - [c40]Abul Barkat Mollah Sayeed Ud Doulah
The importance of field experiments in testing of sensors for dietary assessment and eating behavior monitoring. EMBC 2018: 5759-5762 - [c39]K. Vinay Chandrasekhar, Masudul H. Imtiaz, Edward Sazonov:
Motion-Adaptive Image Capture in a Body-Worn Wearable Sensor. IEEE SENSORS 2018: 1-4 - [c38]Edward Sazonov, Masudul H. Imtiaz, Jessica Bahorski
Design and Testing of an Instrumented Infant Feeding Bottle. IEEE SENSORS 2018: 1-4 - 2017
- [j19]Abul Barkat Mollah Sayeed Ud Doulah
Early Detection of the Initiation of Sit-to-Stand Posture Transitions Using Orthosis-Mounted Sensors. Sensors 17(12): 2712 (2017) - [j18]Stavroula G. Mougiakakou, Giovanni Maria Farinella
Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. IEEE J. Biomed. Health Informatics 21(3): 585-587 (2017) - [j17]Muhammad Farooq
Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses With Piezoelectric Sensor. IEEE J. Biomed. Health Informatics 21(6): 1495-1503 (2017) - [c37]Raul I. Ramos-Garcia, Edward Sazonov
Recognizing cigarette smoke inhalations using hidden Markov models. EMBC 2017: 1242-1245 - [c36]Nagaraj Hegde, Matthew Bries, Edward L. Melanson, Edward Sazonov
One size fits all electronics for insole-based activity monitoring. EMBC 2017: 3564-3567 - [c35]Muhammad Farooq
Real time monitoring and recognition of eating and physical activity with a wearable device connected to the eyeglass. ICST 2017: 1-6 - [c34]Raul I. Ramos-Garcia, Masudul H. Imtiaz, Edward Sazonov
Evaluation of RIP sensor calibration stability for daily estimation of lung volume. ICST 2017: 1-5 - [c33]Abul Barkat Mollah Sayeed Ud Doulah
Clustering of Food Intake Images into Food and Non-food Categories. IWBBIO (1) 2017: 454-463 - [c32]Muhammad Farooq
Feature Extraction Using Deep Learning for Food Type Recognition. IWBBIO (1) 2017: 464-472 - 2016
- [j16]Muhammad Farooq
A Novel Wearable Device for Food Intake and Physical Activity Recognition. Sensors 16(7): 1067 (2016) - [c31]Raul I. Ramos-Garcia, Stephen Tiffany, Edward Sazonov
Using respiratory signals for the recognition of human activities. EMBC 2016: 173-176 - [c30]Nagaraj Hegde, Edward L. Melanson, Edward Sazonov
Development of a real time activity monitoring Android application utilizing SmartStep. EMBC 2016: 1886-1889 - [c29]Muhammad Farooq
Detection of chewing from piezoelectric film sensor signals using ensemble classifiers. EMBC 2016: 4929-4932 - 2015
- [j15]Edward Sazonov
Posture and Activity Recognition and Energy Expenditure Estimation in a Wearable Platform. IEEE J. Biomed. Health Informatics 19(4): 1339-1346 (2015) - [c28]Nagaraj Hegde, Edward S. Sazonov
SmartStep 2.0 - A completely wireless, versatile insole monitoring system. BIBM 2015: 746-749 - [c27]Jason Bell, Xiangrong Shen, Edward Sazonov
Early detection of sit-to-stand transitions in a lower limb orthosis. EMBC 2015: 5028-5031 - [c26]Nagaraj Hegde, George D. Fulk
Development of the RT-GAIT, a Real-Time feedback device to improve Gait of individuals with stroke. EMBC 2015: 5724-5727 - [c25]Muhammad Farooq
Comparative testing of piezoelectric and printed strain sensors in characterization of chewing. EMBC 2015: 7538-7541 - [c24]Muhammad Farooq
A wireless sensor system for quantification of infant feeding behavior. Wireless Health 2015: 16:1-16:5 - 2014
- [j14]Juan M. Fontana
Automatic Ingestion Monitor: A Novel Wearable Device for Monitoring of Ingestive Behavior. IEEE Trans. Biomed. Eng. 61(6): 1772-1779 (2014) - [j13]Wenlong Tang, Edward S. Sazonov
Highly Accurate Recognition of Human Postures and Activities Through Classification With Rejection. IEEE J. Biomed. Health Informatics 18(1): 309-315 (2014) - [c23]Diane A. Klein, Esther Levine, B. Timothy Walsh, Edward S. Sazonov
Validation of two novel monitoring devices to measure physical activity in healthy women. EMBC 2014: 1727-1730 - [c22]Emil Jovanov
Sensors and systems for obesity care and research. EMBC 2014: 3188-3191 - [c21]Nadezhda Sazonova, Raymond C. Browning, Edward L. Melanson, Edward S. Sazonov
Posture and activity recognition and energy expenditure prediction in a wearable platform. EMBC 2014: 4163-4167 - [c20]Phil Hart, Rebekah Bierwirth, George D. Fulk
The design and evaluation of an activity monitoring user interface for people with stroke. EMBC 2014: 5908-5911 - [c19]Yogendra Patil
Understanding smoking behavior using wearable sensors: Relative importance of various sensor modalities. EMBC 2014: 6899-6902 - [c18]Edward Sazonov
Development of wheelchair cushion pressure monitoring system. MeMeA 2014: 248-252 - [c17]Ting Zhang, Diane A. Klein, B. Timothy Walsh, Jiang Lu, Edward S. Sazonov
Android TWEETY - A wireless activity monitoring and biofeedback system designed for people with Anorexia Nervosa. MeMeA 2014: 594-598 - 2013
- [j12]Paulo Lopez-Meyer, Stephen Tiffany, Yogendra Patil
Monitoring of Cigarette Smoking Using Wearable Sensors and Support Vector Machines. IEEE Trans. Biomed. Eng. 60(7): 1867-1872 (2013) - [c16]Yogendra Patil
Detection of cigarette smoke inhalations from respiratory signals using reduced feature set. EMBC 2013: 6031-6034 - [c15]Ting Zhang, George D. Fulk
Using decision trees to measure activities in people with stroke. EMBC 2013: 6337-6340 - [c14]Juan M. Fontana
Estimation of feature importance for food intake detection based on Random Forests classification. EMBC 2013: 6756-6759 - [c13]Edward S. Sazonov
Development of SmartStep: An insole-based physical activity monitor. EMBC 2013: 7209-7212 - [c12]Muhammad Farooq
A Comparative Study of Food Intake Detection Using Artificial Neural Network and Support Vector Machine. ICMLA (1) 2013: 153 - 2012
- [j11]Paulo Lopez-Meyer, Stephanie Schuckers
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): 474-480 (2012) - [j10]Oleksandr Makeyev
Automatic food intake detection based on swallowing sounds. Biomed. Signal Process. Control. 7(6): 649-656 (2012) - [c11]Wenlong Tang, Edward S. Sazonov
Highly accurate classification of postures and activities by a shoe-based monitor through classification with rejection. EMBC 2012: 2611-2614 - [c10]Paulo Lopez-Meyer, Stephen Tiffany, Edward Sazonov
Identification of cigarette smoke inhalations from wearable sensor data using a Support Vector Machine classifier. EMBC 2012: 4050-4053 - [c9]Ting Zhang, Wenlong Tang, Edward S. Sazonov
Classification of posture and activities by using decision trees. EMBC 2012: 4353-4356 - [c8]Juan M. Fontana
A robust classification scheme for detection of food intake through non-invasive monitoring of chewing. EMBC 2012: 4891-4894 - [c7]S. Ryan Edgar, George D. Fulk
Recognition of household and athletic activities using smartshoe. EMBC 2012: 6382-6385 - 2011
- [j9]Edward Sazonov
Monitoring of Posture Allocations and Activities by a Shoe-Based Wearable Sensor. IEEE Trans. Biomed. Eng. 58(4): 983-990 (2011) - [j8]Paulo Lopez-Meyer, George D. Fulk
Automatic Detection of Temporal Gait Parameters in Poststroke Individuals. IEEE Trans. Inf. Technol. Biomed. 15(4): 594-601 (2011) - [c6]Juan M. Fontana
Design of a instrumentation module for monitoring ingestive behavior in laboratory studies. EMBC 2011: 1884-1887 - [c5]George D. Fulk
Characterizing walking activity in people with stroke. EMBC 2011: 5211-5214 - [c4]Juan M. Fontana
Swallowing detection by sonic and subsonic frequencies: A comparison. EMBC 2011: 6890-6893 - 2010
- [j7]Oleksandr Makeyev
Hybrid evolutionary algorithm for microscrew thread parameter estimation. Eng. Appl. Artif. Intell. 23(4): 446-452 (2010) - [j6]Nadezhda Sazonova, Edward Sazonov
Algorithm for haplotype resolution and block partitioning for partial XOR-genotype data. J. Biomed. Informatics 43(1): 51-59 (2010) - [j5]Edward Sazonov
Automatic Detection of Swallowing Events by Acoustical Means for Applications of Monitoring of Ingestive Behavior. IEEE Trans. Biomed. Eng. 57(3): 626-633 (2010)
2000 – 2009
- 2009
- [j4]Vidya Krishnamurthy, Edward Sazonov
Bandwidth Optimization in 802.15.4 Networks through Evolutionary Slot Assignment. Int. J. Commun. Netw. Syst. Sci. 2(6): 518-527 (2009) - 2008
- [j3]Oleksandr Makeyev
Limited receptive area neural classifier for texture recognition of mechanically treated metal surfaces. Neurocomputing 71(7-9): 1413-1421 (2008) - [j2]Vidya Krishnamurthy, Edward Sazonov
Reservation-based protocol for monitoring applications using IEEE 802.15.4 sensor networks. Int. J. Sens. Networks 4(3): 155-171 (2008) - [j1]Aaron Lewicke, Edward Sazonov
Sleep Versus Wake Classification From Heart Rate Variability Using Computational Intelligence: Consideration of Rejection in Classification Models. IEEE Trans. Biomed. Eng. 55(1): 108-118 (2008) - [c3]Oleksandr Makeyev, Edward Sazonov, Stephanie Schuckers
Recognition of Swallowing Sounds Using Time-Frequency Decomposition and Limited Receptive Area Neural Classifier. SGAI Conf. (Applications) 2008: 33-46 - 2007
- [c2]Oleksandr Makeyev
Limited receptive area neural classifier for recognition of swallowing sounds using short-time Fourier transform. IJCNN 2007: 1601-1606 - 2006
- [c1]Nadezhda A. Sazonova, Edward Sazonov
Sleep State Scoring in Infants from Respiratory and Activity Measurements. EMBC 2006: 2462-2465 - 2003
- [i2]Edward S. Sazonov, P. Klinkhachorn, Ronald L. Klein:
Hybrid LQG-Neural Controller for Inverted Pendulum System. CoRR cs.NE/0312003 (2003) - [i1]Edward S. Sazonov, Diego Del Gobbo, P. Klinkhachorn, Ronald L. Klein:
Failure-Free Genetic Algorithm Optimization of a System Controller Using SAFE/LEARNING Controllers in Tandem. CoRR cs.NE/0312009 (2003)
Coauthor Index
Stephen Tiffany
aka: Stephen T. Tiffany
aka: Stephen T. Tiffany
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