An Efficient Agglomerative Algorithm Cooperating with Louvain Method for Implementing Image Segmentation.
Thanh-Khoa NguyenMickaël CoustatyJean-Loup GuillaumePublished in: ACIVS (2018)
Keyphrases
- clustering method
- segmentation algorithm
- dynamic programming
- computationally efficient
- high accuracy
- improved algorithm
- preprocessing
- detection method
- detection algorithm
- segmentation method
- computational cost
- optimization algorithm
- optimization method
- objective function
- cost function
- computational complexity
- significant improvement
- support vector machine svm
- experimental evaluation
- image segmentation
- input data
- matching algorithm
- theoretical analysis
- k means
- similarity measure
- energy function
- hierarchical clustering
- np hard
- synthetic and real images
- classification algorithm
- classification method
- estimation algorithm
- recognition algorithm
- seeded region growing
- image segmentation algorithm
- agglomerative clustering
- tree structure
- probabilistic model
- image processing
- learning algorithm
- support vector machine
- selection algorithm
- gray level
- mutual information
- convergence rate
- optimal solution
- clustering algorithm
- region merging
- computer vision
- genetic algorithm