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1981
m3: Accurate Flow-Level Performance Estimation using Machine Learning
Published 2024Get full text
Article -
1982
Research into the impacts of electronic road pricing and in-vehicle unit on commercial drivers' perception and behaviour
Published 2021“…They will end-up paying for more due to a higher mileage as compared to other private cars. The future of ERP is still uncertain and there are bound to have significant changes. …”
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Final Year Project (FYP) -
1983
Lane-aware image enhancement for lane detection in rain (part B - communications)
Published 2021“…In recent years, auto-driving is becoming a hot topic. Auto-driving cars utilize in-vehicle cameras to capture the surrounding environment images and use algorithms to extract useful information from images. …”
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Thesis-Master by Coursework -
1984
Multi-sensor calibration and multi-modal perception for intelligent systems
Published 2022“…The main novelty is we propose to use the easy-to-obtain objects in the traffic for calibration (cars, trucks, buses, etc.). The essence is we observe that the 3D bounding box centers of the vehicles are viewpoint invariant. …”
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Thesis-Doctor of Philosophy -
1985
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1986
Scheduling and resource optimization in rail operations : models and algorithms
Published 2016“…Railway resources such as tracks, overhead equipment, locomotives, passenger and freight cars require huge capital investments and long lead time for procurement and installation. …”
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Thesis -
1987
Towards robust sensing and recognition : from statistical learning to transfer learning
Published 2020“…Secondly, current domain adaptation methods require careful manual hyper-parameter tuning, which is not realistic for unmanned systems such as smart cars. To stabilize the training of adversarial domain adaptation, Max-margin Domain-Adversarial Training (MDAT) is developed in this thesis to realize stable convergence without cumbersome manuals. …”
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Thesis-Doctor of Philosophy