Title :
The Fast Discrete Periodic Radon Transform for prime sized images: Algorithm, architecture, and VLSI/FPGA implementation
Author :
Carranza, Cesar ; Llamocca, Daniel ; Pattichis, Marios
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
The paper introduces the Fast Discrete Periodic Radon Transform (FDPRT) which represents a new algorithm and associated architecture for computing Discrete Periodic Radon Transforms. For square images of size p × p, p prime, the Discrete Periodic Radon Transform (DPRT) requires p2(p-1) additions for calculating image projections along a minimal number of prime directions. The proposed FDPRT architecture can compute the DPRT in p + 1 + dlog2(p)e clock cycles which represents a significant improvement over p2 + p + 1 clock cycles that corresponds to the fastest, previously-reported implementation. The VHDL code of the FDPRT IP core is available under the reconfigurable computer architecture research link from ivpcl.org.
Keywords :
Radon transforms; VLSI; discrete transforms; field programmable gate arrays; hardware description languages; image processing; reconfigurable architectures; FDPRT IP core; FDPRT architecture; FPGA; VHDL code; VLSI; fast discrete periodic Radon transform; image projections; prime sized images; reconfigurable computer architecture research; Adders; Clocks; Field programmable gate arrays; IP networks; Transforms; Discrete Periodic Radon Transform (DPRT); FPGA; Parallel Architecture; Parallel Processing; VLSI;
Conference_Titel :
Image Analysis and Interpretation (SSIAI), 2014 IEEE Southwest Symposium on
Conference_Location :
San Diego, CA
DOI :
10.1109/SSIAI.2014.6806056