Dr M S Mekala ms.mekala@rgu.ac.uk
Lecturer
AI and machine learning algorithms for Point Cloud Data processing and the applications
People Involved
Dr Yang Jiang y.jiang2@rgu.ac.uk
Senior Lecturer
Professor Eyad Elyan e.elyan@rgu.ac.uk
Professor
Project Description
PointCloud processing is an important component for 3D applications, specifically for object detection and tracking, as well as change detection, which are essential services.
In this project, we are working to design an adaptive point-cloud registration model to resolve the strip overlapping issue by predicting the overlap using structure information (sampling coordinate-based) and discriminative pointwise feature similarity. This work includes point cloud alignment, change detection and reconstruction for effective visualization of 3D objects.
This initiative holds great potential for various applications in fields such as computer vision, robotics, geospatial analysis, industrial metrology, automobile industries, and many more.
| Status | Project Complete |
|---|---|
| Funder(s) | The Data Lab Sabre Advanced 3D Surveying Systems Ltd |
| Value | £20,000.00 |
| Project Dates | Apr 1, 2023 - Sep 30, 2023 |
| Partner Organisations | Sabre Advanced 3D Surveying Systems Ltd |
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