1 citations · 1 across the 4 of their papers we have counts for
4 papers
Mono-Hydra++: Real-Time Monocular Scene Graph Construction with Multi-Task Learning for 3D Indoor Mapping
U. V. B. L. Udugama, George Vosselman, Francesco Nex
Autonomous agile robots need more than metric geometry: they must understand objects, rooms, places, and spatial relations for search, inspection, exploration, and human robot inte…
M2H: Multi-Task Learning with Efficient Window-Based Cross-Task Attention for Monocular Spatial Perception
U. V. B. L Udugama, George Vosselman, Francesco Nex
Deploying real-time spatial perception on edge devices requires efficient multi-task models that leverage complementary task information while minimizing computational overhead. Th…
Object Dimension Extraction for Environment Mapping with Low Cost Cameras Fused with Laser Ranging
E. M. S. P. Ekanayake, T. H. M. N. C. Thelasingha, U. V. B. L. Udugama +4
It is essential to have a method to map an unknown terrain for various applications. For places where human access is not possible, a method should be proposed to identify the envi…
Laser Ranging Based Intelligent System for Unknown Environment Mapping
T. H. M. N. C. Thelasingha, U. V. B. L. Udugama, E. M. S. P. Ekanayake +4
This work describes the implementation of a simple and computationally efficient Intelligent Navigation System (INS) for autonomous systems used in areas where human access is impo…