Unveiling kernel concurrency in multiresolution filters on GPUs with an image processing DSL.
Bo QiaoOliver ReicheJürgen TeichFrank HannigPublished in: GPGPU@PPoPP (2020)
Keyphrases
- multiresolution
- image processing
- edge detection
- bilateral filter
- image fusion
- nonlinear filters
- denoising
- machine vision
- image enhancement
- image denoising
- wavelet transform
- signal processing
- quadtree
- lifting scheme
- kernel function
- pattern recognition
- low pass filter
- database systems
- image processing algorithms
- support vector
- wavelet decomposition
- coarse to fine
- kernel methods
- image registration
- morphological filters
- multiscale
- concurrency control
- wavelet coefficients
- parallel processing
- image analysis
- general purpose
- order statistics
- feature space
- image compression
- image restoration
- discrete wavelet transform
- gabor filters
- subband
- remote sensing
- filter bank
- real time
- texture analysis
- image recognition
- computational power
- multiple kernel learning
- reproducing kernel hilbert space
- translation invariant
- feature extraction
- positive definite
- color images
- gpu implementation