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Iqbal, Umair Dr.

Research Fellow at SMART Infrastructure Facility

Overview


Research Fellow (Computer Vision) at the SMART Infrastructure Facility with the focus of his research on applications of Artificial Intelligence (AI), Machine Learning, Computer Vision, Internet of Things (IoT) and Artificial Intelligence of Things (AIoT) for solving challenging real-world industrial problems. Skilled in TensorFlow, Keras, Python, NVIDIA TAO toolkit, DeepStream, Scikit, LaTeX, C++ and MATLAB.

He is currently exploring the utility of computer vision and image analysis in various application domains including flood management, waste management, coastal monitoring, and agriculture. Specifically, in case of disaster management, making use of visual analysis performed by state of the art algorithms can significantly impact the decision making in the recovery processes.

Top Publications


Research Overview


  • Research interest in the use of following technologies for solving real-world problems:
    1. Computer Vision
    2. Artificial Intelligence of Things (AIoT)
    3. Edge-Computing
    4. Machine Learning and Deep Learning

Selected Publications


Teaching Overview


  • 1. CSIT110: Fundamental Programming with Python
    2. CSIT881: Programming and Data Structures

Keywords


  • Computer Vision, Edge-Computing, Artificial Intelligence of Things (AIoT), Culvert Blockage, Floods, Machine Learning

Full Name


  • Umair Iqbal

Mailing Address


  • Building 6, SMART Infrastructure Facility

    University of Wollongong

    Wollongong

    2400

    Australia

Located In Facility


  • SMART Infrastructure Facility  

Web Of Science Researcher Id


  • S-6797-2019

Top Publications


Research Overview


  • Research interest in the use of following technologies for solving real-world problems:
    1. Computer Vision
    2. Artificial Intelligence of Things (AIoT)
    3. Edge-Computing
    4. Machine Learning and Deep Learning

Selected Publications


Teaching Overview


  • 1. CSIT110: Fundamental Programming with Python
    2. CSIT881: Programming and Data Structures

Keywords


  • Computer Vision, Edge-Computing, Artificial Intelligence of Things (AIoT), Culvert Blockage, Floods, Machine Learning

Full Name


  • Umair Iqbal

Mailing Address


  • Building 6, SMART Infrastructure Facility

    University of Wollongong

    Wollongong

    2400

    Australia

Located In Facility


  • SMART Infrastructure Facility  

Web Of Science Researcher Id


  • S-6797-2019