A SAEM algorithm for the estimation of template and deformation parameters in medical image sequences.
Frédéric J. P. RichardAdeline M. M. SamsonCharles-André CuenodPublished in: Stat. Comput. (2009)
Keyphrases
- parameter estimation
- image sequences
- dynamic programming
- detection algorithm
- learning algorithm
- preprocessing
- estimation algorithm
- matching algorithm
- np hard
- input data
- simulated annealing
- maximum likelihood estimation
- expectation maximization
- levenberg marquardt
- k means
- estimation accuracy
- worst case
- computational complexity
- density estimation
- parameters estimation
- multi frame
- estimation process
- parameter settings
- template matching
- camera motion
- segmentation algorithm
- cost function
- optimal solution
- similarity measure