• Deep Learning Based Object Recognition from RGB-D Images

      Deng, Yandong (Auckland University of Technology, 2019)
      In the field of computer vision, image recognition has been developing for a long time. Text recognition, license plate recognition, etc. are already very mature technologies. In recent years, with the development of deep ...
    • Facial Expression Classification Using R-CNN Based Methods

      Sun, Pengfei (Auckland University of Technology, 2019)
      With the rise of artificial intelligence technology and the development of human vision research, most of researchers are gradually putting more and more attention on the machine recognition of face images. In this thesis, ...
    • Intelligent Dynamic Route Optimization and Road Pre-emption System for On-road Emergency Services

      Humagain, Subash (Auckland University of Technology, 2021)
      Increased response time of emergency vehicles (EVs) can cause an irreparable loss of life and property. Reducing emergency services’ response times requires identifying the most effective optimization and pre-emption ...
    • Log Data Anomaly Detection and Analysis for an AIOps System

      Huang, Yubo (Auckland University of Technology, 2022)
      With the rapid development of information technology and the increasing scale of networks, the security, efficiency, and high-quality operation and maintenance of IT systems are areas of concern. In order to reduce the ...
    • Sensor-Based Human Activity Recognition in a Multi-Resident Smart Home Environment

      Chen, Dong (Auckland University of Technology, 2021)
      Human Activity Recognition (HAR) uses various types of sensors to collect data and recognise human motions. HAR can prevent potentially unsafe movements and behaviours such as falling or forgetting to take a medication. ...
    • Testing of SD-WAN Vendors APIs For Service Providers Integration

      Azhar, Irfan (Auckland University of Technology, 2021)
      Wide area network (WAN) is on the verge of another technology transformation where most of the WAN service providers are either adopting Software defined WAN (SD-WAN) or are planning to adopt it. SD-WAN integration with ...