Exploring Gabor Filter Implementations for Visual Cortex Modeling on FPGA

Gabor filters are widely used to model the behavior of the V1 stage of the primary visual cortex of mammalian vision systems. Acceleration of this filter is critical for various real-time vision applications. In this work, we explore a variety of design options for the Gabor filter to tradeoff resou...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Cho, Y. C. P., Sungmin Bae, Yongseok Jin, Irick, K. M., Narayanan, V.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Computer architecture Convolution Digital signal processing Field programmable gate arrays fpga gabor Gabor filters Interpolation Kernel primary visual cortex
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