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61
Online object detection and tracking
Published 2013“…During the tracking stage, the vehicle’s coordinate is predicted using mean-shift algorithm. Further analysis and error corrections are done with k-NN classifier algorithm to increase the accuracy of the tracking system. …”
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Final Year Project (FYP) -
62
Location tracking using UWB-RFID tags
Published 2010“…The performances are evaluated to demostrate the accuracy of the system. Last but not least, simulation result of a three-dimensional location tracking system is presented to show the possible implementation of three-dimensional location tracking system. …”
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Final Year Project (FYP) -
63
Design and implementation of enhanced lightweight memory-based and monostable physical unclonable functions
Published 2019“…Silicon Physical Unclonable Function (PUF) is an emerging technology to augment or substitute existing cryptographic modules for more robust and lightweight hardware security and privacy protection. Over the last decade, it has gained a strong foothold in cryptographic key generation, device identification and authentication applications. …”
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Thesis -
64
Brain computer interface for post-stroke motor rehabilitation
Published 2021“…In this quest, in the last decade, the technology of Brain Computer Interfacing (BCI) has emerged as one of the most effective tools for post-stroke motor rehabilitation. …”
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Thesis-Doctor of Philosophy -
65
Design of intrusion detection systems for vehicular networks
Published 2021“…In this dissertation, a many-objective optimization algorithm (FS-MOEA) is firstly proposed to select the optimal feature subset for IDSs in VANETs, in which Adaptive Non-dominant Sorting Genetic Algorithm-III (A-NSGA-III) severs as the feature selection algorithm. …”
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Thesis-Doctor of Philosophy -
66
Sensor-enabled crane lifting
Published 2016“…In order to find a safe and cost effective path of lifting, a Master–Slave Parallel Genetic Algorithm and implement the algorithm on Graphics Processing Units using CUDA programming is developed to calculate a lifting path plan. …”
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Final Year Project (FYP) -
67
Fatigue life calculation for TC4-TC11 titanium alloy specimens fabricated by laser melting deposition
Published 2020“…The scanning electron microscope tests on the fracture surfaces of specimens were conducted in order to identify the crack initiation site and investigate the dispersion in the fatigue lives. At last, the numerical calculation algorithm for the fatigue life of TC4-TC11 specimen is presented and the calculated fatigue lives show consistency with the experimental results.…”
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Journal Article -
68
Priority assignment on partitioned multiprocessor systems with shared resources
Published 2022“…Third, we then analyze the pessimism arising from the adoption of OPA and RPA with the holistic tests. Lastly, we propose a Slack-based Priority Ordering (SPO) algorithm that minimises such pessimism, and has polynomial time complexity. …”
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Journal Article -
69
Multiplexed model predictive control
Published 2009“…During the last two decades, Model Predictive Control (MPC) has established itself as an important form of advanced control due to its ability to deal with constraints. …”
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Thesis -
70
Modelling and controlling of multilevel converters for smart grid applications
Published 2018“…There have been several advancements of MMC over the last few years, however, MMC presents new challenges mainly due to the increasing complexity of controlling power circuits and more available switching states. …”
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Final Year Project (FYP) -
71
Labeling of names in the video stream
Published 2013“…In this project, two algorithms will be developed to label the names of the people appear in the video stream by using k-nearest neighbor algorithm and support vector machine (SVM) algorithm. …”
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Final Year Project (FYP) -
72
A comprehensive study on spectral clustering
Published 2019“…Next, an improved spectral clustering method with more general input metrics is investigated with satisfying performance in Chapter 3. Lastly, two methods for the number of clusters K estimation are introduced and compared in Chapter 4. …”
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Final Year Project (FYP) -
73
3D face recognition
Published 2011“…And the procedure with explanations and part of results of the project are described in chapter three and chapter four. At last, chapter five will give a conclusion.…”
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Final Year Project (FYP) -
74
Efficient circuit-designs using spintronic devices
Published 2019“…The last 50 years of Moore’s Law have witnessed a continuous shrinkage of CMOS technology node in the sub-micron range. …”
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Thesis -
75
Encrypted smartphone with advanced encryption standard 256
Published 2011“…Almost every mobile phone produced over the last few decades has the SMS function built into the handset. …”
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Final Year Project (FYP) -
76
Applications of artificial intelligence in real-time video analytics
Published 2019“…The pipeline first consists of vehicle detection using a deep learning based object detection algorithm, You Only Look Once Version 3 (YOLOv3), to detect vehicles. …”
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Final Year Project (FYP) -
77
Low-power non-binary SAR ADC with a two-mode comparator
Published 2015“…To lower the power consumption, the method of applying a two-mode comparator was proposed, where the first few steps are completed in the comparator’s low accuracy mode, and the last few steps are completed in the high accuracy mode. …”
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Thesis -
78
Natural robustness of machine learning in the open world
Published 2023“…Training with the proposed loss, the network tends to give conservative predictions and results in strong separability of softmax confidence scores between in- and out-of-distribution inputs. Lastly, traditional machine learning algorithms only exploit information from in-distribution examples that are normally expensive and challenging to collect. …”
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Thesis-Doctor of Philosophy -
79
Real time multiple object tracking using deep features and localization information
Published 2020“…These dissimilarity values are used in Hungarian Algorithm [1] in the data association step for track identity assignment. …”
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Conference Paper -
80
Prediction of international rice production using long short- term memory and machine learning models
Published 2025“…A total of nine ML and one DL models are trained and tested on the international dataset, which contains the rice production details of 192 countries over the last 62 years. Notably, linear regression and the LSTM algorithm predict rice production with the highest percentage of R-squared (R 2), 98.40% and 98.19%, respectively. …”
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