Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit
Michael T. SchaubJean-Charles DelvenneSophia N. YalirakiMauricio BarahonaPublished in: CoRR (2011)
Keyphrases
- community detection
- field of view
- multiscale
- wide angle
- community structure
- complex networks
- social networks
- network analysis
- high resolution
- multiple cameras
- optical center
- image acquisition
- markov chain
- image resolution
- real world networks
- omnidirectional camera
- community detection algorithms
- ego motion
- link prediction
- biological networks
- community mining
- image processing
- information networks
- social network analysis
- image segmentation
- panoramic images
- overlapping communities
- community formation
- calibration method
- region of interest
- graph mining
- real world social networks
- radial distortion
- binary images
- camera placement
- random walk