Halide: decoupling algorithms from schedules for high-performance image processing.
Jonathan Ragan-KelleyAndrew AdamsDillon SharletConnelly BarnesSylvain ParisMarc LevoySaman P. AmarasingheFrédo DurandPublished in: Commun. ACM (2018)
Keyphrases
- image processing
- feature extraction
- signal and image processing
- orders of magnitude
- computational cost
- benchmark datasets
- signal processing
- image processing algorithms
- recently developed
- image enhancement
- optimization problems
- general purpose
- denoising
- image analysis
- data structure
- feature selection
- neural network
- machine learning algorithms
- significant improvement
- image denoising
- times faster
- graph theory
- linear algebra
- genetic algorithm