The Role of Optimum Connectivity in Image Segmentation: Can the Algorithm Learn Object Information During the Process?
Alexandre X. FalcãoJordão BragantiniPublished in: DGCI (2019)
Keyphrases
- image segmentation
- dynamic programming
- learning algorithm
- detection algorithm
- expectation maximization
- preprocessing
- global optimum
- objective function
- np hard
- d objects
- prior information
- computational cost
- cost function
- computational complexity
- optimal solution
- search space
- spectral clustering
- connected components
- clustering method
- optimization algorithm
- segmentation algorithm
- multiscale
- energy function
- segmentation method
- matching algorithm
- worst case
- image processing
- neural network
- recognition algorithm
- computer vision
- gradient information