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Passive Dietary Monitoring

Frank Po Wen Lo, Yao Guo, Yingnan Sun, Jianing Qiu, and Benny Ping Lai Lo. “An Intelligent Nutritional Assessment System for Handheld Food Items via Weakly-Supervised Point Cloud Completion”, In IEEE Transactions on Multimedia (IEEE TMM), 2022

Jiachuan Peng, Peilun Shi, Jianing Qiu, Xinwei Ju, Frank Lo, Xiao Gu, Modou Jobarteh, Wenyan Jia, Tom Baranowski, Matida Steiner-Asiedu, Alex Anderson, Megan McCrory, Edward Sazonov, Mingui Sun, Gary Frost and Benny Lo, “Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning,”, in IEEE International Conference on Biomedical and Health Informatics (BHI22), Ioannina, Greece, Sep 27-30 2022

Jianing Qiu, Frank P.-W. Lo, and Benny Lo, “A Computer Vision-based Passive Dietary Intake Monitoring System for Assessing Dietary Intake in Low-and Middle-Income Countries (LMICs)”, In 7th Annual Agriculture, Nutrition and Health (ANH) Academy Week, Jun 28-30 2022, Online & South Africa

Wenyan Jia, Yiqiu Ren, Boyang Li, Britney Beatrice, Jingda Que, Shunxin Cao, Zekun Wu, Zhi-Hong Mao, Benny Lo, Alex Anderson, Gary Frost, Megan A McCrory, Edward Sazonov, Matilda Steiner-Asiedu, Tom Baranowski, Lora Burke, and Mingui Sun, “A Novel Approach to Dining Bowl Reconstruction for Image-Based Food Volume Estimation”, In Sensors 2022, 22, 1493. https://doi.org/10.3390/s22041493

Chen Guangzong, Jia Wenyan, Zhao Yifan, Mao Zhi-Hong, Lo Benny, Anderson Alex K., Frost Gary, Jobarteh Modou L., McCrory Megan A., Sazonov Edward, Steiner-Asiedu Matilda, Ansong Richard S., Baranowski Thomas, Burke Lora, Sun Mingui. "Food/Non-Food Classification of Real-Life Egocentric Images in Low- and Middle-Income Countries Based on Image Tagging Features," in Frontiers in Artificial Intelligence, vol 4, p. 28 2021,DOI=10.3389/frai.2021.644712

J Lei, J Qiu, FP.-W. Lo and B Lo, "Assessing Individual Dietary Intake in Food Sharing Scenarios with Food and Human Pose Detection," In Proceedings of the 6th International Workshop on Multimedia Assisted Dietary Management (MADiMa 2020)

Qiu, Jianing; Lo, Frank Po Wen; Jiang, Shuo; Tsai, Charlie; Sun, Yingnan; Lo, Benny, "Counting Bites and Recognizing Consumed Food from Videos for Passive Dietary Monitoring," in IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 5, pp. 1471-1482, May 2021, doi: 10.1109/JBHI.2020.3022815.

Frank P.-W. Lo, Yingnan Sun, Jianing Qiu and Benny Lo, "Methodologies for Image-based Food Classification and Volume Estimation: A Review," in IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 7, pp. 1926-1939, July 2020, doi: 10.1109/JBHI.2020.2987943.

Lo P, Sun Y, Qiu J and Lo B, "Point2Volume: A Vision-based Dietary Assessment Approach using View Synthesis,"  in IEEE Transactions on Industrial Informatics. doi: 10.1109/TII.2019.2942831

McCrory M, Sun M, Sazonov E, Frost G, Anderson A, Jia W, Jobarteh ML, Maitland K, Steiner-Asiedu M, Ghosh T et al "Methodology for Objective, Passive, Image- and Sensor-based Assessment of Dietary Intake, Meal-timing, and Food-related Activity in Ghana and Kenya (P13-028-19)." 

Jianing Qiu, Siyao Wang, Frank Lo, Yingnan Sun and Benny Lo, "Mining Discriminative Food Regions for Accurate Food Recognition,"  in the Proceedings of BMVC2019

Po Wen Lo, Yingnan Sun, Benny Ping Lai Lo, "Depth Estimation based on a Single Close-up Image with Volumetric Annotations in the Wild: A Pilot Study," in Proceeding of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, July 8-12, 2019 in Hong Kong, China

Po Wen Lo, Jianing Qiu, Yingnan Sun and Benny Lo, "A Novel Vision-based Approach for Dietary Assessment using Deep Learning View Synthesis," in the Proceeding of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN’19), UIC, Chicago USA, 19-22 May, 2019  (Most Innovative Student Paper Award) 

Jianing Qiu, Po Wen Lo and Benny Lo, "Assessing Individual Dietary Intake in Food Sharing Scenarios with a 360 Camera and Deep Learning,"  in the Proceeding of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN’19), UIC, Chicago USA, 19-22 May, 2019 

Po Wen Lo, Yingnan Sun, Jianing Qiu, Benny Lo, "Food Volume Estimation based on Deep Learning View Synthesis from a  Single Depth Map," Nutrients 2018, 10(12), 2005;doi: 10.3390/nu10122005 

A. Gao, F. P. W. Lo and B. Lo,  "Food volume estimation for quantifying dietary intake with a wearable camera,"  2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN), Las Vegas, NV, 2018, pp. 110-113 

D. Ravì, B. Lo, G-Z. Yang, "Real-Time Food Intake Classification and Energy Expenditure Estimation on a Mobile Device," In Proceedings of BSN 2015, MIT, Boston, MA, USA, Jun 2015