Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation.
Brendon G. AndersonSomayeh SojoudiPublished in: Allerton (2019)
Keyphrases
- video segmentation
- global optimality
- global optimization
- convex functions
- globally optimal
- objective function
- video sequences
- optimal solution
- segmentation method
- video analysis
- particle swarm optimization
- video frames
- theoretical guarantees
- global solution
- discrete optimization
- global minimum
- optimization problems
- semi supervised
- convex optimization
- convex programming
- gradient field
- linear program
- higher level
- optimality conditions
- computer vision
- semidefinite
- worst case
- image classification