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Artificial Intelligence

Xiao Gu, Jianing Qiu, Yao Guo, Benny Lo and Guang-Zhong Yang, “TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021”, EPIC-KITCHENS-100- 2021 Challenges Report (“3rdPlace” at the Action Anticipation track in the 2021 EPIC-KITCHENS Challenges.) 

Jianing Qiu, Po Wen Lo, Xiao Gu, Yingnan Sun, Shuo Jiang, Benny Ping Lai Lo, "Indoor Future Person Localization from an Egocentric Wearable Camera", In Proceeding of 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Sept 27-Oct 1 2021

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

X. Gu, Y. Guo, F. Deligianni, B. Lo and G. -Z. Yang, "Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition"in IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 2, pp. 546-560, Feb. 2021, doi: 10.1109/TNNLS.2020.3009448.

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)

B. Di Camillo, G. Nicosia, F. Buffa and B. Lo, "Guest Editorial Data Science in Smart Healthcare: Challenges and Opportunities," in IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 11, pp. 3041-3043, Nov. 2020, doi: 10.1109/JBHI.2020.3028398.

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.

Fangzhi Mu, Xiao Gu and Benny Lo, "Unsupervised Domain Adaptation for Position-Independent IMU Based Gait Analysis"  in the Proceeding of IEEE SENSORS 2020 Conference, October 25-28, 2020, Rotterdam, The Netherlands

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

Yingnan Sun, Po Wen Lo and Benny Lo, "A Deep Learning Approach on Gender and Age Recognition using a Single Inertial Sensor,"  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, 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 

Md Rishad Ahmed, Yuan Zhang, Zhiquan Feng, Benny Lo, Omer T. Inan and Hongen Liao, "Neuroimaging and Machine Learning for Dementia Diagnosis: Recent Advancements and Future Prospects," in IEEE Reviews in Biomedical Engineering, doi: 10.1109/RBME.2018.2886237  

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 

Y. Sun and B. Lo, "An Artificial Neural Network Framework for Gait Based Biometrics," in IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2018.2860780 

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 

Ravi D, Wong C, Deligianni F, Berthelot M, Andreu-Perez J, Lo B and Yang G,  "Deep Learning for Health Informatics," in IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 1, pp. 4-21, Jan. 2017 

Ravi D, Wong C, Lo B and Yang G, "A deep learning approach to on-node sensor data analytics for mobile or wearable devices,"  in IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 1, pp. 56-64, Jan. 2017 

M. Akay, G. Coatrieux, Y. Hao, D. Fotiadis, A. Laine, B. Lo, K. Nikit, N. N, J. Rodrigues and M. Wang, "Guest Editorial: MobiHealth 2014, IEEE HealthCom 2014 and IEEE BHI 2014," IEEE J-BHI vol. 20 (3) pp. 731-2, 2016

Daniele Ravi, Charence Wong, Benny Lo and Guang-Zhong Yang, "Deep Learning for Human Activity Recognition: A Resource Efficient Implementation on Low-Power Devices," in the IEEE Proceeding of BSN 2016, UCSF San Francisco, CA, USA Jun 14-17 2016, pp.71-76

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