HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture

The detection of moving objects is a trivial task performed by vertebrate retinas, yet a complex computer vision task. Object-motion-sensitive ganglion cells (OMS-GC) are specialised cells in the retina that sense moving objects. OMS-GC take as input continuous signals and produce spike patterns as...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.125258-125268
Hauptverfasser:	Machado, Pedro, Oikonomou, Andreas, Ferreira, Joao Filipe, Mcginnity, T. Martin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms background subtraction Cameras Change detection Change detection algorithms Computational modeling Computer architecture Computer vision Heuristic algorithms HMSD Mathematical model Motion detection Motion perception Moving object recognition Neural networks object motion detection object motion sensitive ganglion cells Retina retinal cells SNN Spiking Subtraction Vertebrates
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