Hardware Acceleration of the Tracking Learning Detection (TLD) Algorithm on FPGA.
El Mehdi AbdaliAbderrahmane Walid HannicheMaxime PelcatJean-Philippe DiguetFrançois BerryPublished in: ICDSC (2017)
Keyphrases
- learning algorithm
- detection algorithm
- hardware implementation
- np hard
- target tracking
- optimal solution
- detection method
- real time
- automatic initialization
- hardware architecture
- high speed
- signal processing
- segmentation algorithm
- false detections
- kalman filter
- object detection
- learning process
- expectation maximization
- dynamic programming
- k means
- image processing algorithms
- learning phase
- search space
- reinforcement learning
- software implementation
- fpga implementation
- tracking scheme
- bayesian networks
- target detection and tracking