TY - GEN
T1 - Exploring Gabor filter implementations for visual cortex modeling on FPGA
AU - Cho, Yong Cheol Peter
AU - Bae, Sungmin
AU - Jin, Yongseok
AU - Irick, Kevin M.
AU - Narayanan, Vijaykrishnan
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=80455168426&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80455168426&partnerID=8YFLogxK
U2 - 10.1109/FPL.2011.63
DO - 10.1109/FPL.2011.63
M3 - Conference contribution
AN - SCOPUS:80455168426
SN - 9780769545295
T3 - Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011
SP - 311
EP - 316
BT - Proceedings - 21st International Conference on Field Programmable Logic and Applications, FPL 2011
T2 - 21st International Conference on Field Programmable Logic and Applications, FPL 2011
Y2 - 5 September 2011 through 7 September 2011
ER -