Microcalcifications detection in mammograms based on Ant Colony Optimization and Markov Random Field.
Amira BachaKarim KaltiNajoua Essoukri Ben AmaraBasel SolaimanPublished in: SoCPaR (2014)
Keyphrases
- markov random field
- ant colony optimization
- digital mammograms
- digitized mammograms
- microcalcification clusters
- swarm intelligence
- metaheuristic
- ant colony
- detection of clustered microcalcifications
- mammographic images
- breast cancer
- graph cuts
- belief propagation
- maximum a posteriori
- mrf model
- parameter estimation
- higher order
- particle swarm optimization
- pairwise
- aco algorithm
- energy function
- random fields
- ant colony algorithm
- image segmentation
- traveling salesman problem
- ant colony optimization algorithm
- nature inspired
- ant colonies
- aco algorithms
- prior model
- artificial ants
- potential functions
- genetic algorithm
- optimization problems
- multiscale
- tabu search
- dynamic programming