Measuring the Impact of Scene Level Objects on Object Detection: Towards Quantitative Explanations of Detection Decisions.
Lynn Vonder HaarTimothy ElviraLuke NewcombOmar OchoaPublished in: CoRR (2024)
Keyphrases
- object detection
- scene understanding
- object detectors
- detecting objects
- crowded scenes
- object detection and tracking
- object hypotheses
- human detection
- object class
- scene recognition
- object recognition
- object segmentation
- computer vision
- face detection
- object parts
- object categories
- moving objects
- pedestrian detection
- complex scenes
- real world scenes
- scene categorization
- object level
- multi class
- real world objects
- object detection and pose estimation
- decision making
- d scene
- detection method
- video scene
- multiple objects
- cluttered scenes
- bounding box
- dynamic scenes
- man made
- d objects
- real objects
- object classes
- relative position
- boosted classifiers
- detection of moving objects
- three dimensional
- decision makers
- detection algorithm
- outdoor scenes
- cast shadows
- vision system
- multiple images
- video surveillance
- video sequences
- detection rate
- spatial relations
- object models