A multiprocessor architecture for two-dimensional digital filters
IEEE Transactions on Computers
Reconfigurable pipelined 2-D convolvers for fast digital signal processing
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
An efficient multiplier-less architecture for 2-D convolution with quadrant symmetric kernels
Integration, the VLSI Journal
Design of an efficient flexible architecture for color image enhancement
ACSAC'06 Proceedings of the 11th Asia-Pacific conference on Advances in Computer Systems Architecture
Design of an efficient multiplier-less architecture for multi-dimensional convolution
ACSAC'05 Proceedings of the 10th Asia-Pacific conference on Advances in Computer Systems Architecture
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A high performance digital architecture for computing 2-D convolution utilizing the quadrant symmetry of the kernels is proposed in this paper. Pixels in the four quadrants of the kernel region with respect to an image pixel are considered simultaneously for computing the partial products of the convolution sum. A novel data handling strategy to identify the pixels to be fed to different processing elements helps reducing the data storage requirements in the circuitry. The new design results in 75% reduction in multipliers and 50% reduction in adders when compared with the conventional systolic architecture. The proposed architecture design is capable of performing convolution operations with 14脳14 kernel at a rate of 57 1024脳1024 frames per second in a Xilinxýs Virtex 2v2000ff896-4 FPGA.