CamTuner: Reinforcement-Learning based System for Camera Parameter Tuning to enhance Analytics.
Sibendu PaulKunal RaoGiuseppe CovielloMurugan SankaradassOliver PoY. Charlie HuSrimat T. ChakradharPublished in: CoRR (2021)
Keyphrases
- parameter tuning
- reinforcement learning
- ink bleed
- field of view
- hand held
- big data
- function approximation
- parameter settings
- vision system
- single camera
- learning analytics
- real time
- social media
- business intelligence
- reinforcement learning algorithms
- data mining
- structure from motion
- learning algorithm
- case study
- camera calibration
- camera motion
- optimal policy
- model free
- video camera
- multi camera
- machine learning
- surveillance system
- model selection
- multiple cameras
- optimal control
- multi agent
- search algorithm
- focal length
- evolutionary algorithm
- data management
- parameter values
- markov decision processes