Exploring Gabor filter implementations for visual cortex modeling on FPGA

Yong Cheol Peter Cho, Sungmin Bae, Yongseok Jin, Kevin M. Irick, Vijaykrishnan Narayanan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Abstract

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 resource utilization, performance and accuracy. Our results indicate that our optimizations enable a variety of design options to meet a wide range of application constraints.

Original languageEnglish (US)
Title of host publicationProceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011
Pages311-316
Number of pages6
DOIs
StatePublished - Nov 9 2011
Event21st International Conference on Field Programmable Logic and Applications, FPL 2011 - Chania, Greece
Duration: Sep 5 2011Sep 7 2011

Publication series

NameProceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011

Other

Other21st International Conference on Field Programmable Logic and Applications, FPL 2011
CountryGreece
CityChania
Period9/5/119/7/11

Fingerprint

Gabor filters
Field programmable gate arrays (FPGA)

All Science Journal Classification (ASJC) codes

  • Computer Science Applications

Cite this

Cho, Y. C. P., Bae, S., Jin, Y., Irick, K. M., & Narayanan, V. (2011). Exploring Gabor filter implementations for visual cortex modeling on FPGA. In Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011 (pp. 311-316). [6044836] (Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011). https://doi.org/10.1109/FPL.2011.63
Cho, Yong Cheol Peter ; Bae, Sungmin ; Jin, Yongseok ; Irick, Kevin M. ; Narayanan, Vijaykrishnan. / Exploring Gabor filter implementations for visual cortex modeling on FPGA. Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011. 2011. pp. 311-316 (Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011).
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Cho, YCP, Bae, S, Jin, Y, Irick, KM & Narayanan, V 2011, Exploring Gabor filter implementations for visual cortex modeling on FPGA. in Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011., 6044836, Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011, pp. 311-316, 21st International Conference on Field Programmable Logic and Applications, FPL 2011, Chania, Greece, 9/5/11. https://doi.org/10.1109/FPL.2011.63

Exploring Gabor filter implementations for visual cortex modeling on FPGA. / Cho, Yong Cheol Peter; Bae, Sungmin; Jin, Yongseok; Irick, Kevin M.; Narayanan, Vijaykrishnan.

Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011. 2011. p. 311-316 6044836 (Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Cho YCP, Bae S, Jin Y, Irick KM, Narayanan V. Exploring Gabor filter implementations for visual cortex modeling on FPGA. In Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011. 2011. p. 311-316. 6044836. (Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011). https://doi.org/10.1109/FPL.2011.63