A Generic Model Architecture For Perceptual Grouping

Jonas Kubilius, Johan Wagemans & Hans P. Op de Beeck
Gestalt grouping principles provide important cues for organizing visual inputs into coherent percepts. While a number of models for each grouping principle have been proposed, a unifying architecture that would flexibly incorporate all of them is still lacking. Moreover, many of these models operate in mathematical terms, rendering them unsuitable for a wider testing on real input images. Here we present a generic biologically plausible unsupervised architecture, which we term gmin (https://github.com/qbilius/gmin), geared towards a...
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