Research

Research interest: Computer Vision, Machine Learning/Deep Learning and its applications.

Feel free to contact me, if you are interested in pursuing a Masters of Engineering or Doctor of Engineering exploring research related to the above topics.

-- Current Projects -- 

Recognizing Temporal State Changes of Spatial Objects Over Time in Videos for Digital Assistants in Everyday Living

Role : co-PICollaborators: NVIDIA2022 - 2026[C.43, C.44, B.4]

Real-time Risk Assessment Assistance for Cooperative Mode (ReRac) using V2X for Vehicles & Pedestrian in Urban Conditions 

Role : co-PICollaborators: University of Glasgow Singapore, MooVita Pte. Ltd., SMRT Frontiers Pte. Ltd. 2021-2023, LTA UMGC Grant

-- Past Projects -- 

Improving Operational Processes with Video Analytics 

Role : co-PICollaborators: Hitachi2020-2021, SIT SEED Grant
[C.38, C.41, J.5]

Machine Learning-mediated immediacy for Synchronous Communication in Online Classrooms 

Role : co-PI2020-2022, MOE Tertiary Research Fund (TRF) Grant 
[C.34, C.37, J.6]

Computational Thinking Quest

Role : co-PIcoLEAD funding, DiCE module
[C.31]

Machine Learning for classification of defects in Integrated Circuits 

Role : co-PICollaborators: Infineon2020-2022, SIT Ignition Grant
[C.32, C.42, article]

Online Financial Tool for Holistic Evaluation of Innovation Project 

Role : co-PI2019-2021, SIT SALT Grant
[C.33, C.39]

Video Analytics for Crowd Estimation in Train and Passenger Boarding

Role : PICollaborators: LTA, SBST02/2018 - 01/2019, SGD8600
[C.27, C.29, C.30]

Video and Sensor Based Hybrid Technology for an Intelligent Parking Management System

Role: co-PICollaborators: Kenetics Pte Ltd.12/2016 - 06/2018, SGD94,000, SIT Ignition Grant

Face Detection, Tracking and Masking for Privacy Protection in Video Surveillance

Role: PICollaborators: ST Electronics (Infocomm)02/2016 - 11/2017, SGD 93,500, SIT Ignition Grant, R-MNR-E103-A015

Heel Raise Measurement Device for Plantarflexion Physiotherapy 

Role: PICollaborators: KWSH11/2015 - 08/2017, SGD 95,400, SIT Ignition Grant, R-MNR-E103-A008

Real time Automated Analysis of Soccer Videos

Role: PI - subsequently became collaborator Collaborators: Singapore Sports Institute09/2014 - 09/2018, SGD198,000 

Semantic Analysis of Video 

Role: Project Leader09/2011-09/2015, SGD 1 million (A*STAR Human Sixth Sense Program)
[C.21, C.22, C.23, C.24, C.26, B.3][In the News: N1 N2]

3D Shape Analysis for Quantification, Classification and Retrieval

PhD Thesis
[C.11, C.12, C.13, C.14, C.16, C.17, C.18, C.19, B.1, B.2, J.1, J.2, J.3, J.4][Website: https://homes.cs.washington.edu/~shapiro/Multimedia/cranio.html                   https://homes.cs.washington.edu/~shapiro/Multimedia/ 

-- Student Projects -- 

Singapore Institute of Technology (SIT)

AY2022/2023 B.Eng Aircraft Systems Engineering, Singapore Institute of Technology

AY2021/2022 B.Eng Aircraft Systems Engineering, Singapore Institute of Technology

AY2020/2021 B.Eng Aircraft Systems Engineering, Singapore Institute of Technology

AY2019/2020 B.Sc (Hons) Computing Science, University of Glasgow (Co-supervision)

AY2018/2019 B.Sc (Hons) Computing Science, University of Glasgow

AY2017/2018 B.Sc (Hons) Computing Science, University of Glasgow

AY2016/2017 B.Sc (Hons) Computing Science, University of Glasgow

AY2015/2016 B.Sc (Hons) Computing Science, University of Glasgow

AY2014/2015 B.Sc (Hons) Computing Science, University of Glasgow

Advanced Digital Science Center (ADSC)

-- Professional Activities --