Probabilistic PCA Self-Organizing Maps
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- Type
- article
- Published
- 2009-09-01
- Cited by
- 33
- References
- 66
- OpenAlex
- https://openalex.org/W19695998
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:2799828
Keywords
Computer science
References
- On-line EM Algorithm for the Normalized Gaussian Network
- Stochastic Approximation and Recursive Algorithms and Applications
- Classification-based macroblock layer rate control for low delay transmission of H.263 video
- Using GMDH in ecological and socio-economical monitoring problems
- The Gabor function extracts the maximum information from input local signals
- Combining self-organizing neural nets with multivariate statistics for efficient color image retrieval
- The self-organizing map
- A method for the construction of minimum-redundancy codes
- TEXSOM: Texture segmentation using self-organizing maps
- A global geometric framework for nonlinear dimensionality reduction.
- An ASIC implementation of Kohonen's map based color image compression
- Component-based visual clustering using the self-organizing map
- Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map
- Neural Networks, Principal Components, and Subspaces
- Self Organizing Motor Maps for Color-Mapped Image Re-Indexing
- The JPEG still picture compression standard
- Probabilistic PCA for t distributions
- Efficient video compression codebooks using SOM-based vector quantisation
- A wavelet-VQ system for real-time video compression
- Two-dimensional Gabor-type receptive field as derived by mutual information maximization
Cited by
- Machine learning in complex networks: modeling, analysis, and applications
- Semi-supervised Feature Extraction Using Independent Factor Analysis
- Stochastic approximation for background modelling
- Stochastic Competitive Learning in Complex Networks
- Probabilistic self-organizing maps for qualitative data
- Adaptive kernel regression and probabilistic self-organizing maps for JPEG image deblocking
- Improving the Quality of Self-Organizing Maps by Self-Intersection Avoidance
- An improved SOM algorithm and its application to color feature extraction
- Bregman Divergences for Growing Hierarchical Self-Organizing Networks
- Restoration of images corrupted by Gaussian and uniform impulsive noise
- An adaptive system for compressed video deblocking
- Distributed clustering using distributed mixture of probabilistic PCA
- Color space selection for self-organizing map based foreground detection in video sequences
- Dynamic topology learning with the probabilistic self-organizing graph
- Confabulation-Inspired Association Rule Mining for Rare and Frequent Itemsets
- Kernel density estimation with stream data based on self-organizing map
- SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps
- Probabilistic Self-Organizing Maps for Continuous Data
- Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video
- Foreground Detection in Video Sequences with Probabilistic Self-Organizing Maps
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