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Bayesian Hierarchical Grouping: perceptual grouping as mixture estimation

We propose a novel framework for perceptual grouping based on the idea of mixture models, called Bayesian Hierarchical Grouping (BHG). In BHG we assume that the configuration of image elements is generated by a mixture of distinct objects, each of which generates image elements according to some gen...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Psychol Rev
Main Authors: Froyen, Vicky, Feldman, Jacob, Singh, Manish
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4593740/
https://ncbi.nlm.nih.gov/pubmed/26322548
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1037/a0039540
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