Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection.
Syed Sha QutubMichael PaulitschKorbinian HagnNeslihan Köse CihangirKay-Ulrich SchollFabian OborilGereon HinzAlois KnollPublished in: CoRR (2024)
Keyphrases
- object detection
- object categories
- face detection
- real time
- object class
- computer vision
- pedestrian detection
- object segmentation
- classifier ensemble
- object classification
- automatic detection
- data driven
- object recognition
- object detection in images
- multi class object detection
- monitoring system
- multi class
- detection accuracy
- object detection and segmentation
- human detection
- object detectors
- detection method
- ensemble learning
- object classes
- management system
- object detection and pose estimation
- network architecture
- random variables
- prediction accuracy
- random forest
- ensemble methods
- scene recognition
- intelligent surveillance
- scene understanding
- bounding box
- false alarms
- probability distribution
- background subtraction
- false positives