Title :
Design of a High Performance Digital Architecture for Real-Time Correction of Radial Lens Distortion
Author :
Ngo, Hau T. ; Asari, Vijayan K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Old Dominion Univ., Norfolk, VA
Abstract :
The radial lens distortion correction technique based on least squares estimation corrects a distorted image by expanding it nonlinearly so that straight lines in the object space remain straight in the image space. An absolute pipelined architecture is designed to correct radial lens distortion in images by partitioning the distortion correction algorithm into four main modules. The architecture includes a COKDIC based rectangular to polar coordinate transformation module, a back mapping module for nonlinear transformation of corrected image space to distorted image space, a COKDIC based polar to rectangular coordinate transformation module, and a linear interpolation module to calculate the intensities of four pixels simultaneously in the corrected image space. The system parameters include the expanded/corrected image size, distorted image size, the back mapping coefficients, distortion center and the center of the corrected image. The hardware architecture can sustain a high throughput rate of 30 4-MegaPixel (Mpixels) frames per second (total of 120 Mpixels). The pipelined architecture design will facilitate the use of dedicated hardware that can be mounted along with the camera unit.
Keywords :
interpolation; least squares approximations; lenses; nonlinear distortion; optical design techniques; optical images; optical information processing; pipeline processing; transforms; COKDIC; absolute pipelined architecture; back mapping coefficients; back mapping module; center of corrected image; distorted image correction; distorted image size; distortion center; distortion correction algorithm; expanded/corrected image size; high performance digital architecture design; least squares estimation; linear interpolation module; nonlinear transformation; pixels intensities calculation; polar to rectangular coordinate transformation module; radial lens distortion correction technique; rectangular to polar coordinate transformation module; Algorithm design and analysis; Hardware; Interpolation; Least squares approximation; Lenses; Nonlinear distortion; Optical design; Partitioning algorithms; Pixel; Simultaneous localization and mapping;
Conference_Titel :
Circuits and Systems, 2006. MWSCAS '06. 49th IEEE International Midwest Symposium on
Conference_Location :
San Juan
Print_ISBN :
1-4244-0172-0
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2006.381783