Title :
Xstream - a hardware accelerator for digital holographic imaging
Author :
Lenart, Thomas ; Öwall, Viktor
Author_Institution :
Dept. of Electrosci., Lund Univ., Lund
Abstract :
This paper presents a hardware accelerator for image reconstruction in digital holographic imaging. The hardware accelerator executes a reconstruction algorithm which transforms the light captured on a digital image sensor into visible images. The reconstruction algorithm is based on a large two-dimensional FFT, which is a computationally demanding operation. Focus in this work is to maximize the computational efficiency and to minimize the memory transfer overhead to external SDRAM. This paper presents an efficient processing datapath and proposes a fast transpose unit and an interleaved memory storage scheme. The accelerator has been integrated together with a microprocessor, memory controller, sensor and monitor interface and has been verified on a custom design FPGA platform containing a Virtex-1000E device. The proposed architecture targeting a 0.13 mum cell library achieves real-time performance with 20 frames per second.
Keywords :
DRAM chips; fast Fourier transforms; field programmable gate arrays; holography; image reconstruction; image sensors; FPGA; Virtex-1000E device; XSTREAM; cell library; computational efficiency; datapath processing efficiency; digital holographic imaging; digital image sensor; external SDRAM; hardware accelerator; image reconstruction; memory controller; memory transfer; microprocessor; monitor interface; size 0.13 mum; two-dimensional FFT; Computational efficiency; Digital images; Focusing; Hardware; Holography; Image reconstruction; Image sensors; Optical imaging; Reconstruction algorithms; SDRAM;
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
DOI :
10.1109/ICECS.2005.4633556