Dense appearance modeling and efficient learning of camera transitions for person re-identification.
Martin HirzerCsaba BeleznaiMartin KöstingerPeter M. RothHorst BischofPublished in: ICIP (2012)
Keyphrases
- efficient learning
- person re identification
- appearance modeling
- metric learning
- camera network
- object tracking
- multiple cameras
- video surveillance
- distance metric
- multi camera
- learning tasks
- surveillance system
- pairwise
- dimensionality reduction
- semi supervised
- field of view
- semi supervised learning
- multi task
- appearance model
- learning algorithm
- camera calibration
- feature space
- visual tracking
- distance function
- feature selection
- computer vision
- sparse coding
- transfer learning
- natural images
- distance measure