From Evaluation to Verification: Towards Task-oriented Relevance Metrics for Pedestrian Detection in Safety-critical Domains
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)(2021)
摘要
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...
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关键词
Measurement,Meters,Computer vision,System performance,Pattern recognition,Proposals,Motion measurement
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