Iris recognition using Gabor filters optimized by the particle swarm technique.
Chung-Chih TsaiJin-Shiuh TaurChin-Wang TaoPublished in: SMC (2008)
Keyphrases
- particle swarm
- gabor filters
- particle swarm optimization
- gabor wavelets
- optimization method
- particle swarm optimization algorithm
- particle swarm algorithm
- evolutionary algorithm
- texture analysis
- multi objective
- swarm intelligence
- iris recognition
- optimization methods
- feature extraction
- texture features
- feature vectors
- differential evolution
- gabor features
- optimization strategy
- pso algorithm
- rotation invariant
- bank of gabor filters
- gabor filtering
- fitness function
- genetic algorithm
- hybrid optimization algorithm
- optimization algorithm
- log gabor
- gabor filter bank
- hybrid algorithm
- simulated annealing
- pattern recognition
- machine learning
- evolutionary computation
- computer vision
- objective function
- filter responses
- object recognition
- multiresolution
- scale space
- genetic programming
- palmprint
- convergence speed