Search Results - "Lam, Siew Kei"

Automatic Pixel-Level Pavement Crack Detection Using Information of Multi-Scale Neighborhoods by Ai, Dihao, Jiang, Guiyuan, Siew Kei, Lam, Li, Chengwu

“…Robust automatic pavement crack detection is critical to automated road condition evaluation. However, research on crack detection is still limited and…”
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Travel-Time Prediction of Bus Journey With Multiple Bus Trips by He, Peilan, Jiang, Guiyuan, Lam, Siew-Kei, Tang, Dehua

“…Accurate travel-time prediction of public transport is essential for reliable journey planning in urban transportation systems. However, existing studies on…”
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Enhanced Multi-Task Learning Architecture for Detecting Pedestrian at Far Distance by Zhou, Chengju, Wu, Meiqing, Lam, Siew-Kei

“…Existing pedestrian detection methods suffer from performance degradation in the presence of small-scale pedestrians who are positioned at far distance from…”
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A Unified Multi-Task Learning Architecture for Fast and Accurate Pedestrian Detection by Zhou, Chengju, Wu, Meiqing, Lam, Siew-Kei

“…We present a unified multi-task learning architecture for fast and accurate pedestrian detection. Different from existing methods which often focus on either a…”
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Joint Charging Tour Planning and Depot Positioning for Wireless Sensor Networks Using Mobile Chargers by Jiang, Guiyuan, Lam, Siew-Kei, Sun, Yidan, Tu, Lijia, Wu, Jigang

“…Recent breakthrough in wireless energy transfer technology has enabled wireless sensor networks (WSNs) to operate with zero-downtime through the use of mobile…”
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Learning heterogeneous traffic patterns for travel time prediction of bus journeys by He, Peilan, Jiang, Guiyuan, Lam, Siew-Kei, Sun, Yidan

“…In this paper, we address the problem of travel time prediction of bus journeys which consist of bus riding times (may involve multiple bus services) and also…”
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Layer Sequence Extraction of Optimized DNNs Using Side-Channel Information Leaks by Sun, Yidan, Jiang, Guiyuan, Liu, Xinwang, He, Peilan, Lam, Siew-Kei

“…Deep neural network (DNN) intellectual property (IP) models must be kept undisclosed to avoid revealing trade secrets. Recent works have devised machine…”
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CoTree: A Side-Channel Collision Tool to Push the Limits of Conquerable Space by Ou, Changhai, He, Debiao, Qiao, Kexin, Zheng, Shihui, Lam, Siew-Kei, Zhang, Fan

“…By introducing collision information into divide-and-conquer distinguishers, the existing collision-optimized side-channel attacks transform the given…”
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A Multi-Scale Attributes Attention Model for Transport Mode Identification by Jiang, Guiyuan, Lam, Siew-Kei, He, Peilan, Ou, Changhai, Ai, Dihao

“…Transport mode identification (TMI), which infers the travel modes of user trajectories, is essential to facilitate an understanding of urban mobility patterns…”
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Peak-Hour Vehicle Routing for First-Mile Transportation: Problem Formulation and Algorithms by Jiang, Guiyuan, Lam, Siew-Kei, Ning, Fangxin, He, Peilan, Xie, Jidong

“…The first-mile transportation provides a transit service using ridesharing-based vehicles, e.g., feeder buses, for passengers to travel from their homes,…”
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The Science of Guessing in Collision-Optimized Divide-and-Conquer Attacks by Ou, Changhai, Lam, Siew-Kei, Jiang, Guiyuan

“…Recovering keys ranked in very deep candidate space efficiently is a very important but challenging issue in side-channel attacks (SCAs). State-of-the-art…”
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Group Cost-Sensitive BoostLR With Vector Form Decorrelated Filters for Pedestrian Detection by Zhou, Chengju, Wu, Meiqing, Lam, Siew-Kei

“…Pedestrian detection has achieved notable progress in the field of computer vision over the past decade. However, existing top-performing approaches suffer…”
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Area-Time Efficient Streaming Architecture for FAST and BRIEF Detector by Lam, Siew-Kei, Jiang, Guiyuan, Wu, Meiqing, Cao, Bin

“…The combination of features from an accelerated segment test (FAST) corners and binary robust independent elementary feature (BRIEF) descriptors provide highly…”
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Threshold-Guided Design and Optimization for Harris Corner Detector Architecture by Jasani, Bhavan A., Lam, Siew-Kei, Meher, Pramod Kumar, Wu, Meiqing

“…High-speed corner detection is an essential step in many real-time computer vision applications, e.g., object recognition, motion analysis, and stereo…”
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A First Study of Compressive Sensing for Side-Channel Leakage Sampling by Ou, Changhai, Zhou, Chengju, Lam, Siew-Kei

“…An important prerequisite for side-channel attacks (SCAs) is leakage sampling where the side-channel measurements (i.e., power traces) of the cryptographic…”
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Multiple-Differential Mechanism for Collision-Optimized Divide-and-Conquer Attacks by Ou, Changhai, Zhou, Chengju, Lam, Siew-Kei, Jiang, Guiyuan

“…Several combined attacks have shown promising results in recovering cryptographic keys by introducing collision information into divide-and-conquer attacks to…”
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Designing Energy-Efficient MPSoC with Untrustworthy 3PIP Cores by Sun, Yidan, Jiang, Guiyuan, Lam, Siew-Kei, Ning, Fangxin

“…The adoption of large-scale MPSoCs and the globalization of the IC design flow give rise to two major concerns: high power density due to continuous technology…”
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Information Entropy-Based Leakage Profiling by Ou, Changhai, Zhou, Xinping, Lam, Siew-Kei, Zhou, Chengju, Ning, Fangxin

“…An accurate leakage model is critical to side-channel attacks and evaluations. Leakage certification plays an important role to address the following question:…”
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Passenger-centric vehicle routing for first-mile transportation considering request uncertainty by Ning, Fangxin, Jiang, Guiyuan, Lam, Siew-Kei, Ou, Changhai, He, Peilan, Sun, Yidan

“…First-mile transportation provides convenient transit service for passengers to travel from their homes, workplaces, or public institutions to a public transit…”
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A Framework for Fast and Robust Visual Odometry by Meiqing Wu, Siew-Kei Lam, Srikanthan, Thambipillai

“…Knowledge of the ego-vehicle's motion state is essential for assessing the collision risk in advanced driver assistance systems or autonomous driving…”
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