Comparison of the Efficiency of Parallel Algorithms KNN and NLM Based on CUDA for Large Image Processing.
Lesia MochuradRoman BliakharPublished in: CMIS (2022)
Keyphrases
- knn
- parallel algorithm
- k nearest neighbor
- image processing
- parallel computation
- parallel programming
- nearest neighbor
- shared memory
- compute unified device architecture
- k nearest neighbour
- distance function
- text categorization
- knn algorithm
- denoising
- classification algorithm
- similarity search
- graphics processors
- general purpose
- support vector machine
- image segmentation
- text classification
- knn classification
- knn classifier
- cpu implementation
- cluster of workstations
- k nearest
- high dimensional
- feature selection
- nearest neighbour
- parallel implementation
- input space
- neural network
- data sets