Performance Evaluation of SoC-FPGA Based Floating-Point Implementation of GMM for Real-Time Background Subtraction.
Luis Javier Morantes-GuzmánCristian AlzateLuis Castano-LondonoDavid Marquez-ViloriaJesús Francisco Vargas-BonillaPublished in: WEA (2019)
Keyphrases
- background subtraction
- floating point
- real time
- gaussian mixture model
- detecting moving objects
- instruction set
- graphics processing units
- moving objects
- traffic monitoring
- dynamic background
- image sequences
- video surveillance
- foreground objects
- object detection
- surveillance system
- background model
- motion detection
- foreground detection
- fixed point
- moving object detection
- video processing
- embedded systems
- dynamic scenes
- moving camera
- background image
- hardware implementation
- background modeling
- detection of moving objects
- post processing
- appearance model
- feature extraction
- object tracking
- multi view
- low cost
- moving target
- maximum likelihood
- video sequences
- three dimensional
- computer vision