Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning.
Sameeksha KatochOdrika IqbalAndreas SpaniasSuren JayasuriyaPublished in: IEEE Access (2023)
Keyphrases
- object tracking
- energy efficient
- reinforcement learning
- wireless sensor networks
- energy consumption
- sensor networks
- particle filter
- mean shift
- image sequences
- video sequences
- moving objects
- appearance model
- appearance modeling
- computer vision
- base station
- region of interest
- energy efficiency
- multi camera
- robust object tracking
- multiple cameras
- visual tracking
- state space
- routing algorithm
- sparse representation
- multiple object tracking
- data transmission
- tracking objects
- dynamic programming
- cost effective
- routing protocol
- machine learning