SiamLight: lightweight networks for object tracking via attention mechanisms and pixel-level cross-correlation.
Yu'e LinMengfan LiXingzhu LiangChenxing XiaPublished in: J. Real Time Image Process. (2023)
Keyphrases
- lightweight
- object tracking
- cross correlation
- pixel level
- template matching
- foreground objects
- video sequences
- particle filter
- image sequences
- frequency domain
- moving objects
- video surveillance
- mean shift
- image fusion
- appearance model
- computer vision
- superpixels
- visual tracking
- sparse representation
- particle filtering
- multiscale
- object recognition
- background modeling
- machine learning
- motion estimation
- image features
- state space
- wireless sensor networks