Probabilistic Motion Segmentation of Videos for Temporal Super Resolution.
Arasanathan ThayananthanMasahiro IwasakiRoberto CipollaPublished in: MVA (2007)
Keyphrases
- motion segmentation
- super resolution
- motion estimation
- video super resolution
- dynamic scenes
- video sequences
- motion compensation
- low resolution
- image sequences
- motion field
- image reconstruction
- motion model
- moving objects
- high resolution
- high resolution video
- spatio temporal
- image restoration
- optical flow
- temporal resolution
- video coding
- space time
- motion vectors
- low resolution images
- multi frame
- model selection
- video frames
- high quality
- flow field
- motion blur
- super resolved
- single frame
- probabilistic model
- missing data
- spectral clustering
- generative model
- video surveillance
- depth map
- moving camera
- higher resolution
- video camera
- three dimensional
- smoothness constraint
- computational complexity
- frame rate
- motion parameters