Title :
Accelerating CORDIC for hough transform
Author :
Suchitra, S. ; Satzoda, R.K. ; Srikanthan, T.
Author_Institution :
Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
CORDIC, a hardware efficient algorithm, is commonly employed to implement the linear Hough transform (HT) for detecting straight lines in images. In this paper, we exploit the properties of the CORDIC algorithm to accelerate the HT computations. Unlike the conventional approaches, where CORDIC is used for computing HT for a given set of angles, the proposed method uses CORDIC to define the angle set based on the required resolution. It is shown that with minimum number of iterations, the desired accuracy can be obtained and adjusted by just varying the register lengths. The proposed method is shown to provide 6Ã speed up without any additional hardware when compared with existing CORDIC based HT computation methods with 9Ã lesser number of computations.
Keywords :
Hough transforms; digital arithmetic; feature extraction; image registration; iterative methods; CORDIC; Hough transform; iterations; register lengths; straight line detection; Acceleration; Computational complexity; Costs; Engines; Equations; Hardware; Image edge detection; Iterative algorithms; Pixel; Transforms; Acceleration; CORDIC; Hough Transform;
Conference_Titel :
Integrated Circuits, ISIC '09. Proceedings of the 2009 12th International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-9-8108-2468-6