64 citations · 98 across the 5 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020
Online Monitoring of Object Detection Performance During Deployment
Quazi Marufur Rahman, Niko Sünderhauf, Feras Dayoub
During deployment, an object detector is expected to operate at a similar performance level reported on its testing dataset. However, when deployed onboard mobile robots that opera…
cs.CV2020
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment
Quazi Marufur Rahman, Niko Sünderhauf, Feras Dayoub
Performance monitoring of object detection is crucial for safety-critical applications such as autonomous vehicles that operate under varying and complex environmental conditions.…