An adaptive and deterministic method for initializing the Lloyd-Max algorithm.
Jared VicoryM. Emre CelebiPublished in: Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
Keyphrases
- high accuracy
- improved algorithm
- experimental evaluation
- preprocessing
- detection algorithm
- dynamic programming
- detection method
- significant improvement
- computational cost
- optimization algorithm
- computational complexity
- clustering method
- recognition algorithm
- similarity measure
- computationally efficient
- computational efficiency
- objective function
- theoretical analysis
- tree structure
- cost function
- k means
- segmentation method
- segmentation algorithm
- matching algorithm
- experimental study
- classification algorithm
- energy function
- input data
- classification method
- optimization method
- noisy data
- support vector machine svm
- high efficiency
- probabilistic model
- computational speed
- estimation algorithm
- synthetic and real images
- single pass
- selection algorithm
- randomized algorithm
- learning algorithm
- optimal path
- decomposition method
- mapping function
- convergence rate
- prior information
- combinatorial optimization
- search space
- pairwise
- hybrid algorithm
- neural network
- image matching
- simulated annealing
- np hard
- evolutionary algorithm
- reconstruction method
- lower bound
- optimal solution
- clustering algorithm
- adaptive threshold