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It gives superior quality over relatively static motion sequences and fast motion sequences with average quality as shown in the analysis and evaluations presented in this paper.
The critical motion sequences are explicitly considered in the design of the algorithm.
Zokaei, N., Gorgoraptis, N., Bahrami, B., Bays, P.M. & Husain, M. Precision of working memory for visual motion sequences and transparent motion surfaces.
In facilitation of this, an extensive corpus of continuous motion sequences composed of everyday tasks was recorded as analysis scenarios.
Random dot displays were used to construct complex motion sequences, which we refer to as expansion, contraction, deformation, and rotation.
After segmentation, the spatio-temporal motion sequences are learned incrementally through Topological Gaussian Adaptive Resonance Hidden Markov Model.
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CEO of Professional Science Editing for Scientists @ prosciediting.com