Experiences with Shape Classification through Fuzzy c-Means Using Geometrical and Moments Descriptors.
Ugo ErraSabrina SenatorePublished in: Adaptive Multimedia Retrieval (2010)
Keyphrases
- fuzzy c means
- shape classification
- fourier descriptors
- shape descriptors
- shape retrieval
- fuzzy clustering
- shape representation
- fcm algorithm
- clustering method
- shape matching
- clustering algorithm
- shape analysis
- image segmentation
- shape features
- feature vectors
- d objects
- shape description
- affine invariant
- global features
- affine transformation
- k means
- membership functions
- euclidean distance
- cluster analysis
- possibilistic c means
- fourier transform
- image retrieval
- similarity measure
- data mining
- image classification
- fuzzy sets
- feature space
- pattern recognition