Professional Summary: Professor Mohammad Awrangjeb
Professor Mohammad Awrangjeb is a distinguished academic at Griffith University, Australia, with expertise in computer vision, image processing, and remote sensing. His research and teaching contributions have significantly advanced the fields of 3D modeling, object recognition, and geospatial data analysis, establishing him as a respected figure in applied computing and engineering disciplines.
Academic Background and Degrees
Professor Awrangjeb holds advanced qualifications in computer science and engineering, reflecting a strong foundation in both theoretical and applied aspects of his field:
- PhD in Computer Science, Monash University, Australia (2010), with a focus on computer vision and image processing.
- Master of Science in Computer Science, University of Ballarat, Australia (2006).
- Bachelor of Science in Computer Science and Engineering, Bangladesh University of Engineering and Technology (BUET), Bangladesh (2002).
Research Specializations and Academic Interests
Professor Awrangjeb’s research primarily focuses on the intersection of computer vision and remote sensing, with specific interests in:
- 3D reconstruction and modeling from LiDAR and imagery data.
- Automated object detection and classification in geospatial datasets.
- Image processing techniques for environmental monitoring and urban planning.
- Applications of machine learning in spatial data analysis.
His work often addresses real-world challenges, such as disaster management and infrastructure mapping, contributing to both academic knowledge and practical solutions.
Career History and Appointments
Professor Awrangjeb has held several academic and research positions, demonstrating a progressive career trajectory:
- Senior Lecturer, School of Information and Communication Technology, Griffith University, Australia (2016–present).
- Lecturer, School of Information and Communication Technology, Griffith University, Australia (2013–2016).
- Research Fellow, Cooperative Research Centre for Spatial Information (CRC-SI), University of Melbourne, Australia (2010–2013).
- Research Assistant, Monash University, Australia (2006–2010).
Major Awards, Fellowships, and Honors
Professor Awrangjeb has been recognized for his contributions to research and academia through various accolades:
- Best Paper Award, International Conference on Digital Image Computing: Techniques and Applications (DICTA) (2011).
- Monash University Postgraduate Scholarship for PhD studies (2006–2010).
Key Publications
Professor Awrangjeb has authored numerous peer-reviewed papers in high-impact journals and conferences. A selection of his notable works includes:
- Awrangjeb, M., & Fraser, C. S. (2014). 'Automatic Segmentation of Raw LiDAR Data for Extraction of Building Roofs.' Remote Sensing, 6(5), 3716-3751.
- Awrangjeb, M., Zhang, C., & Fraser, C. S. (2013). 'Automatic Extraction of Building Roofs Using LiDAR Data and Multispectral Imagery.' ISPRS Journal of Photogrammetry and Remote Sensing, 83, 1-18.
- Awrangjeb, M., Ravanbakhsh, M., & Fraser, C. S. (2010). 'Automatic Detection of Residential Buildings Using LiDAR Data and Multispectral Imagery.' ISPRS Journal of Photogrammetry and Remote Sensing, 65(5), 457-467.
Influence and Impact on Academic Field
Professor Awrangjeb’s research has had a significant impact on the fields of remote sensing and computer vision, particularly in the automated analysis of geospatial data for urban and environmental applications. His methodologies for 3D building extraction and modeling using LiDAR data are widely cited and have influenced advancements in disaster response mapping and urban planning tools. His publications have garnered substantial attention, contributing to the development of more accurate and efficient spatial data processing techniques.
Public Lectures, Committees, and Editorial Contributions
Professor Awrangjeb is actively involved in the academic community through various roles:
- Regular presenter at international conferences such as the International Society for Photogrammetry and Remote Sensing (ISPRS) Congress.
- Reviewer for prestigious journals, including IEEE Transactions on Geoscience and Remote Sensing and ISPRS Journal of Photogrammetry and Remote Sensing.
- Member of program committees for conferences like the Digital Image Computing: Techniques and Applications (DICTA).