Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking.
Dominika PrzewlockaMateusz WasalaHubert SzolcKrzysztof BlachutTomasz KryjakPublished in: CoRR (2020)
Keyphrases
- object tracking
- energy efficient
- real time
- neural network
- wireless sensor networks
- video surveillance systems
- energy consumption
- mean shift
- particle filter
- sensor networks
- video sequences
- image sequences
- appearance model
- moving objects
- video surveillance
- visual tracking
- energy efficiency
- appearance modeling
- computer vision
- base station
- multi camera
- tracking objects
- sparse representation
- robust tracking
- quality of service
- low cost
- robust object tracking
- learning algorithm
- power consumption
- multiple cameras
- sensor nodes
- pattern recognition
- markov random field
- data streams