Unified probabilistic framework for simultaneous detection and tracking of multiple objects with application to bio-image sequences.
S. KarthikeyanDiana L. DelibaltovUtkarsh GaurMei JiangDavid WilliamsB. S. ManjunathPublished in: ICIP (2012)
Keyphrases
- image sequences
- probabilistic model
- main contribution
- spatio temporal
- anomaly detection
- false positives
- object detection
- theoretical framework
- detection rate
- tracking of multiple objects
- real time
- probabilistic approaches
- application scenarios
- detection accuracy
- conceptual framework
- generative model
- motion estimation
- video sequences
- data sets