Name
Title | ||
|---|---|---|
Saliency Detection in a Virtual Driving Environment for Autonomous Vehicle Behavior Improvement |
Abstract | ||
|---|---|---|
To make the best decisions in real-world situations, autonomous vehicles require learning algorithms that process a large number of labeled images. This paper aims to compare the automatically generated saliency maps with attention maps obtained with an eye-tracking device in order to provide automated labeling of images for the learning algorithm. To simulate traffic scenarios, we are using a virtual driving environment with a motion platform and an eye-tracking device for identifying the driver's attention. The saliency maps are generated by post-processing the driver's view provided by the front camera. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1007/978-3-030-87595-4_37 | AUGMENTED REALITY, VIRTUAL REALITY, AND COMPUTER GRAPHICS |
Keywords | DocType | Volume |
Driving simulator, Autonomous vehicle, Saliency map | Conference | 12980 |
ISSN | Citations | PageRank |
0302-9743 | 0 | 0.34 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Csaba Antonya | 1 | 18 | 5.16 |
| Florin Girbacia | 2 | 21 | 6.00 |
| Cristian-Cezar Postelnicu | 3 | 34 | 7.26 |
| Gheorghe-Daniel Voinea | 4 | 4 | 3.35 |
| Silviu Butnariu | 5 | 5 | 3.05 |