Added README with a short summary of the code
							parent
							
								
									112a2d4e4c
								
							
						
					
					
						commit
						4de7d1813a
					
				|  | @ -0,0 +1,12 @@ | |||
| # Multiple objects detection, tracking and classification from LIDAR scans/point-clouds | ||||
| 
 | ||||
| PCL based ROS package to Detect/Cluster --> Track --> Classify static and dynamic objects in real-time from LIDAR scans implemented in C++. | ||||
| 
 | ||||
| ### Features: | ||||
| 
 | ||||
| - K-D tree based point cloud processing for object feature detection from point clouds | ||||
| - Unsupervised k-means clustering based on detected features and refinement using RANSAC | ||||
| - Stable tracking (object ID & data association) with an ensemble of Kalman Filters  | ||||
| - Robust compared to k-means clustering with mean-flow tracking | ||||
| ### Short demo on a sample LIDAR scans from an autonomous vehicle | ||||
|  | ||||
		Loading…
	
		Reference in New Issue