A novel background subtraction approach based on multi layered self-organizing maps.
Giorgio GemignaniAlessandro RozzaPublished in: ICIP (2015)
Keyphrases
- self organizing maps
- multi layered
- background subtraction
- moving objects
- video surveillance
- object detection
- image sequences
- background model
- motion detection
- foreground objects
- neural network
- unsupervised learning
- dynamic scenes
- appearance model
- post processing
- gaussian mixture model
- input data
- k means
- moving camera
- background modeling
- multi class
- feature extraction
- pixel wise
- maximum likelihood
- object tracking
- anomaly detection
- particle filter