Computing large 2D convolutions on GPU efficiently with the im2tensor algorithm.
Mickaël SeznecNicolas GacFrançois OrieuxAlvin Sashala NaikPublished in: J. Real Time Image Process. (2022)
Keyphrases
- learning algorithm
- detection algorithm
- experimental evaluation
- preprocessing
- worst case
- cost function
- dynamic programming
- objective function
- segmentation algorithm
- simulated annealing
- genetic algorithm
- clustering method
- computational cost
- np hard
- computational complexity
- k means
- evolutionary algorithm
- general purpose
- higher order
- high accuracy
- search space
- particle swarm optimization
- expectation maximization
- optimization algorithm
- video sequences
- neural network
- fourier transform
- parallel implementation