Enhancing Embedded Object Tracking: A Hardware Acceleration Approach for Real-Time Predictability.
Mingyang ZhangKristof Van BeeckToon GoedeméPublished in: J. Imaging (2024)
Keyphrases
- object tracking
- real time
- low cost
- particle filter
- smart camera
- surveillance videos
- video surveillance systems
- image sequences
- appearance model
- tracking objects
- video sequences
- mean shift
- kalman filter
- embedded systems
- computer vision
- video surveillance
- appearance modeling
- visual tracking
- scene segmentation
- moving objects
- illumination variations
- robust tracking
- multiple object tracking
- robust object tracking
- data association
- particle filtering
- multi camera
- sparse representation
- tracking accuracy
- multiple cameras
- occlusion handling
- partial occlusion
- tracked objects
- moving target
- search space
- image processing
- consistent labeling