Synthesis and analysis of afficiency of algorithm for objects edges detection by maximum likelihood method.
Alexander ParshinYury ParshinPublished in: MECO (2013)
Keyphrases
- detection algorithm
- detection method
- high accuracy
- dynamic programming
- improved algorithm
- foreground background separation
- expectation maximization
- computational cost
- preprocessing
- maximum likelihood
- significant improvement
- estimation algorithm
- em algorithm
- cost function
- computational complexity
- anti noise
- clustering method
- segmentation algorithm
- optimization algorithm
- k means
- segmentation method
- input data
- objective function
- line detection
- probabilistic model
- recognition algorithm
- parameter estimation
- similarity measure
- optimization method
- convergence rate
- geometric constraints
- energy function
- optimal solution
- gaussian distribution
- likelihood function
- vertical lines
- matching algorithm
- multiple objects
- tree structure
- object shapes
- simulated annealing
- object contours
- detecting objects