Name
Title | ||
|---|---|---|
Data Simulation and Testing of Visual Algorithms in Synthetic Environments for Security Sensor Networks. |
Abstract | ||
|---|---|---|
Current development of security sensor networks and their processing algorithms use pre-recorded or abstract data streams for testing, often missing important ground truth for validation. This paper proposes, a simulation-based test bed, presenting an approach to use commercial off the shelf virtual reality environments to create adaptive simulations of sensors, data streams and scenarios for training and testing perceptive algorithms. An example using airborne visual multi object tracking is discussed and validated. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1007/978-3-642-33161-9_31 | Communications in Computer and Information Science |
Keywords | Field | DocType |
virtual reality,simulation,security networks,computer vision | Data stream mining,Virtual reality,Computer science,Algorithm,Ground truth,Video tracking,Data simulation,Commercial off-the-shelf,Wireless sensor network | Conference |
Volume | ISSN | Citations |
318 | 1865-0929 | 3 |
PageRank | References | Authors |
0.43 | 5 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Georg Hummel | 1 | 8 | 1.58 |
| Levente Kovács | 2 | 98 | 38.25 |
| Peter Stütz | 3 | 12 | 3.41 |
| Tamás Szirányi | 4 | 152 | 26.92 |