Recent Submissions

  • Vision enhancement using artificial intelligence techniques 

    Yu, Xiaohan (2019-07-16)
    This dissertation uses the concept of artificial intelligence and deep learning, with a focus on removing rainwater from heavy rain videos based on a former research published on CVPR in 2018 carried out by my supervisor. Clear ...
  • TCM pulse analysis 

    Wu, Zengxin (2019-07-11)
    Pulse diagnosis is widely used in Traditional Chinese Medicine (TCM) diagnosis. It is an effective method used by the TCM practitioner to understand the patient’s health condition. However, the accuracy of diagnosis result ...
  • Analog equalizers and SerDes receiver analog front end for 32 Gb/s wireline communication 

    Balachandran, Arya (2019-07-05)
    Options for area-efficient and power-efficient equalization with maximum timing integrity become increasingly crucial for wireline receivers entering data rate more than 10 Gb/s. Different techniques for equalization at ...
  • Image reconstruction algorithms in single pixel camera 

    Zhang, Yige (2019-07-03)
    In 2006, Marco F. Duarte et al successfully designed a single-pixel camera based on compressed sensing (CS) and optical imaging. Single-pixel camera strictly satisfies compressed sensing theory, verifies its correctness, ...
  • Viability of novel insider threat detection framework on augmented real-world and simulated datasets 

    Xiong Tian (2019-07-02)
    Over the past few years, Insider threats have been a growing concern for the organizations. The concerns have arisen due to the reported cases of insider activities damages that have far out weighted the damaged caused by ...
  • Motive classification using deep learning approaches 

    XU, Jiahao (2019-07-02)
    Automated implicit motive classification can be formulated as a natural language processing (NLP) task. With the fast development of computational abilities, complex NLP models have been developed, contributing to the ...
  • Smart computer vision systems for autonomous driving 

    Rajasekaran Neetha (2019-07-01)
    The effect of Artificial Intelligence is expanding widely over several areas includingautonomous vehicles, transportation, automation of manufacturing industries. The autonomous cars and unmanned vehicles have been ...
  • Deep-subwavelength focusing with self-similar chain of spoof plasmonic resonators at terahertz frequency 

    Dong, Zihao (2019-07-01)
    The terahertz wave is an electromagnetic wave that has not been fully developed between microwave and infrared. Due to its penetrating robbing, frequency, and high spatial resolution, it is widely used in various fields. ...
  • Deep learning and its application 

    Soreefan, Mohammad Jaleel (2019-06-28)
    The applications of machine learning are numerous and are growing continuously. In this project, deep learning, a type of machine learning, will be used to construct a couple of these applications. These include crowd ...
  • Enhance QANet by BERT for machine reading comprehension 

    Yin, Bo (2019-06-28)
    The aim of this dissertation is to study the implementation of QANet on SQuAD for the machine reading comprehension task, and enhance QANet by introducing the contextual representation BERT architecture for the task. First ...
  • Development of machine learning technique for wearable vital sign monitoring device 

    Zheng, Yandan (2019-06-28)
    The Wearable monitoring device, especially the non-contact wearable monitoring device is prevalent recently. It can monitor the vital signs (heart rate and respiration rate) continuously which can be useful in several ...
  • Parameter optimization for wheeze detection 

    Yong, Clarissa Mei Hui (2019-06-28)
    Wheeze is an abnormal breath sound which occurs when airways in the lungs have been narrow and produced a continuous high-pitched whistling noise. Over the last few years, stethoscope has been used to analysis respiratory ...
  • Obstacle and collision avoidance system for AI-enabled multi-robot system 

    Malik, Khalif Adam (2019-06-28)
    Multi-robot coordination has a wide range of applications in autonomous vehicles, logistics planning, and cooperative inspection, etc. This project aims to design an obstacle and collision avoidance module for a ...
  • Design of an energy management system for household users 

    Wong, Kye Lyn (2019-06-28)
    In this report, the author will tackle the problems due to the increase in demand for electricity by introducing Demand Side Management (DSM) in the residential sector of Singapore. Development of Singapore’s new residential ...
  • Improvement of micro-strip GaN-on-SiC backside via-holes process 

    Yu, Zhuoran (2019-06-28)
    When people think of power electronics applications for wide-bandgap semiconductor materials, they often consider silicon carbide or gallium nitride. This is not surprising, as silicon carbide and gallium nitride are the ...
  • Development of perovskite-based light emitting diodes with improved stability 

    Lee, Jack Min Chong (2019-06-28)
    All-inorganic CsPbX3 (X = I, Br, Cl) perovskite quantum dots have recently been proven to show characteristics that enables it to be a highly suitable optoelectronic material. However, there is a pressing problem faced by ...
  • Random forest for image classification 

    Yong, Choi Chin (2019-06-28)
    Random forest is a popular machine learning algorithm which is made up of an ensemble of decision trees. The advancements in machine learning techniques have been made possible by advances in technology due to globalisation. ...
  • Redesign of the DAB converter with considerations of its stability issue 

    Zhang, Shuying (2019-06-28)
    Modularization and unitization of electrical power conversion devices have become new development trends. The dual active bridge (DAB) converter is a typical sub-module, which is widely applied in distributed power supply ...
  • Real time semantic segmentation by fully convolutional network for UAV localization in urban environment 

    Jiang, Muyun (2019-06-27)
    Deep learning is an improvement over neural networks that includes more layers of computation, allowing for higher levels of abstraction and prediction in the data. To date, it has become the leading machine learning tool ...
  • Online portal for logistics management (part II) 

    Datui, Alfred (2019-06-27)
    On 1st of July 1991, Nanyang Technological University (NTU) started out as a university which now has transformed into a global university that is research-intensive [1]. In fact, NTU was ranked 12th in the world and 3rd ...

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