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Dynamic topology and relevance learning SOM-based algorithm for image clustering tasks.
Heitor R. Medeiros
Felipe D. B. de Oliveira
Hansenclever de F. Bassani
Aluizio F. R. Araújo
Published in:
Comput. Vis. Image Underst. (2019)
Keyphrases
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k means
learning algorithm
self organizing maps
test images
region of interest
detection algorithm
unsupervised manner
clustering method
estimation algorithm
data clustering
multiscale
image processing algorithms
image data
kohonen self organizing map
unsupervised learning
segmentation algorithm
topology preserving
segmentation method
single image
affinity measure
high resolution
neural gas
neural network
energy function
supervised learning
reinforcement learning
image regions
image matching
clustering algorithm
image processing
matching algorithm
gray value
hierarchical clustering
kohonen self organizing maps
spectral clustering
cluster analysis
image segmentation
distance metric
feature vectors
optimal solution
image representation
expectation maximization
edge detection
active learning
image retrieval