Evaluation of CPU and GPU architectures for spectral image analysis algorithms.
Virginie FresseDominique HouzetChristophe GravierPublished in: Parallel Processing for Imaging Applications (2011)
Keyphrases
- image analysis
- learning algorithm
- evaluation methods
- times faster
- graphics processing units
- computationally efficient
- heterogeneous computing
- data structure
- significant improvement
- theoretical analysis
- parallel architectures
- machine learning algorithms
- evaluation method
- efficient implementation
- orders of magnitude
- optimization problems
- computational complexity
- image processing