Decoupling algorithms from schedules for easy optimization of image processing pipelines.
Jonathan Ragan-KelleyAndrew AdamsSylvain ParisMarc LevoySaman P. AmarasingheFrédo DurandPublished in: ACM Trans. Graph. (2012)
Keyphrases
- image processing
- optimization problems
- image processing algorithms
- significant improvement
- computational efficiency
- pattern recognition
- global optimization
- theoretical analysis
- multiscale
- signal processing
- discrete optimization
- optimization approaches
- optimization procedure
- optimization methods
- convergence rate
- edge detection
- computer vision
- optimization criteria
- evolution strategy
- image processing operations
- efficient optimization
- data sets
- combinatorial optimization
- machine learning algorithms
- computationally efficient
- image compression
- worst case
- color images