DocumentCode :
1815866
Title :
LUT-based Image Rectification Module Implemented in FPGA
Author :
Vancea, Cristian ; Nedevschi, Sergiu
Author_Institution :
Tech. Univ. of Cluj-Napoca, Cluj-Napoca
fYear :
2007
fDate :
6-8 Sept. 2007
Firstpage :
147
Lastpage :
154
Abstract :
This paper presents a real-time hardware architecture able to perform simultaneously, image rectification and image distortion removal. The entire process is based on Look-Up Tables (LUTs) relating pixels from rectified image and original image with sub-pixel precision. For increased flexibility, we created a parameterized VHDL version of the design, which allows us to generate different hardware configurations, based on adjustable parameters: image resolution, number of bits to store the sub-pixel precision. Other advantages of the proposed solution that worth to be mentioned are scalability (can be replicated for any number of rectified images) and portability on many FPGA-based hardware platforms. We analyze the performance of different configurations on a VirtexE600 FPGA. As rectifying an image based on bilinear interpolation has a blurring effect, with negative consequences on 3D reconstruction, we increased the sub-pixel precision and studied the impact on 3D lane detection accuracy, processing time and resource usage inside the chip.
Keywords :
field programmable gate arrays; hardware description languages; image reconstruction; image resolution; interpolation; probability; table lookup; 3D reconstruction; FPGA; VHDL version; bilinear interpolation; field programmable gate array; hardware architecture; hardware description language; image rectification module; image resolution; look-up table; probability; Cameras; Computer architecture; Data mining; Field programmable gate arrays; Graphics; Hardware; Image reconstruction; Image resolution; Pixel; Table lookup;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computer Communication and Processing, 2007 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-1491-8
Type :
conf
DOI :
10.1109/ICCP.2007.4352154
Filename :
4352154
Link To Document :
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