Name
Title | ||
|---|---|---|
From Evaluation to Verification: Towards Task-oriented Relevance Metrics for Pedestrian Detection in Safety-critical Domains |
Abstract | ||
|---|---|---|
Whenever a visual perception system is employed in safety-critical applications such as automated driving, a thorough, task-oriented experimental evaluation is necessary to guarantee safe system behavior. While most standard evaluation methods in computer vision provide a good comparability on benchmarks, they tend to fall short on assessing the system performance that is actually relevant for the... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/CVPRW53098.2021.00013 | 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) |
Keywords | DocType | ISSN |
Measurement,Meters,Computer vision,System performance,Pattern recognition,Proposals,Motion measurement | Conference | 2160-7508 |
ISBN | Citations | PageRank |
978-1-6654-4899-4 | 1 | 0.41 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Maria Lyssenko | 1 | 1 | 1.09 |
| Christoph Gladisch | 2 | 6 | 1.86 |
| Christian Heinzemann | 3 | 137 | 15.50 |
| Matthias Woehrle | 4 | 194 | 21.93 |
| Rudolph Triebel | 5 | 711 | 58.20 |