Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
| Author | : Grinberg, Michael |
| Publisher | : KIT Scientific Publishing |
| Total Pages | : 296 |
| Release | : 2018-08-10 |
| ISBN-10 | : 9783731507819 |
| ISBN-13 | : 3731507811 |
| Rating | : 4/5 (811 Downloads) |
Book Synopsis Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking by : Grinberg, Michael
Download or read book Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking written by Grinberg, Michael and published by KIT Scientific Publishing. This book was released on 2018-08-10 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work proposes a feature-based probabilistic data association and tracking approach (FBPDATA) for multi-object tracking. FBPDATA is based on re-identification and tracking of individual video image points (feature points) and aims at solving the problems of partial, split (fragmented), bloated or missed detections, which are due to sensory or algorithmic restrictions, limited field of view of the sensors, as well as occlusion situations.