LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search.
Bin YanHouwen PengKan WuDong WangJianlong FuHuchuan LuPublished in: CVPR (2021)
Keyphrases
- lightweight
- object tracking
- neural network
- particle filter
- image sequences
- kalman filter
- communication infrastructure
- search algorithm
- appearance model
- mean shift
- video sequences
- video surveillance
- network architecture
- robust object tracking
- appearance modeling
- computer vision
- moving objects
- visual tracking
- multiple object tracking
- wireless sensor networks
- particle filtering
- video surveillance systems
- search space
- multi camera
- tracked objects
- multiple cameras
- occlusion handling
- consistent labeling
- signal processing
- pattern recognition
- partial occlusion
- object appearance
- tracking accuracy
- data sets
- sparse representation
- learning algorithm
- dynamic programming
- optimal solution
- three dimensional