- Home
- →
- Browsing by Author
JavaScript is disabled for your browser. Some features of this site may not work without it.
Browsing by Author "Poovvancheri, Jiju"
Now showing items 1-6 of 6
-
(Halifax, N.S. : Saint Mary's University, 2023-09-01)This study proposes a novel automatic thresholding method called Automatic Salience Thresholding (AST) for creating binary masks for detecting satellite streaks in night sky imagery. The approach utilizes a combination of ...
-
(Halifax, N.S. : Saint Mary's University, 2022-04-26)Three-dimensional object detectors are essential components of the perception sys tems of autonomous robots. Most of the 3D object detection methods are point-based, voxel-based, or point-voxel-based (uses both point-based ...
-
(Halifax, N.S. : Saint Mary's University, 2022-09-09)Commercial buildings as well as residential houses represent core structures of any modern day urban or semi-urban areas. Consequently, 3D models of urban buildings are of paramount importance to a majority of digital ...
-
(Halifax, N.S. : Saint Mary's University, 2021)Three-dimensional point cloud datasets are becoming ubiquitous due to the availability of consumer-grade 3D sensors such as Light Detection and Ranging (LIDAR), and RGB-D cameras. Recent advancements in 3D deep learning ...
-
(Halifax, N.S. : Saint Mary's University, 2024-04-26)Three-dimensional computer vision tasks have gained much attention in recent times, both in academic and industrial research. One of the key tasks of 3D computer vision is object classification. Various approaches based ...
-
Point-JEPA : a joint-embedding predictive architecture for self-supervised learning on point cloud (Halifax, N.S. : Saint Mary's University, 2024-04-30)Recent advancements in self-supervised learning in the point cloud domain have demonstrated significant potential. However, these methods often suffer from drawbacks, including lengthy pre-training time, the necessity of ...
Now showing items 1-6 of 6