Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying.
Chad CarsonSerge J. BelongieHayit GreenspanJitendra MalikPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2002)
Keyphrases
- image segmentation
- expectation maximization
- multiscale
- image content
- segmentation method
- input image
- greyscale images
- image classification
- image data
- unsupervised image segmentation
- segmentation algorithm
- image representation
- image analysis
- fuzzy connectedness
- region segmentation
- single image
- em algorithm
- boundary information
- segmented images
- gaussian mixture
- image features
- image description
- markov random field
- watershed transformation
- high resolution
- image retrieval
- energy functional
- image collections
- image processing
- gray level
- berkeley segmentation dataset
- pixel level
- energy function
- computer vision
- natural images
- graph cuts
- low level
- region growing
- image set
- level set method
- deformable models
- unsupervised segmentation
- level set
- edge detection
- image database
- probabilistic model
- sea surface