DocumentCode :
2841083
Title :
A novel approach to real-time bilinear interpolation
Author :
Gribbon, K.T. ; Bailey, D.G.
Author_Institution :
Inst. of Inf. Sci. & Technol., Massey Univ., New Zealand
fYear :
2004
fDate :
28-30 Jan. 2004
Firstpage :
126
Lastpage :
131
Abstract :
Bilinear interpolation is often used to improve image quality after performing spatial transformation operations such as digital zooming or rotation. In the traditional case where the input coordinates appear in a raster-based fashion, the required pixel values can be obtained from the previous calculation, the frame buffer and a single line cache. This paper presents a novel approach to performing real-time bilinear interpolation that is useful in applications such as lens distortion correction where the input coordinates follow a curved path that spans multiple rows. To help retrieve the required pixels in a single clock cycle under imposed data bandwidth constraints a unique caching system has been devised. In the event that constraints make it impossible to obtain the four required pixel values, the approach performs a modified three-point interpolation. An example field programmable gate array implementation of the bilinear interpolation method used in conjunction with a lens distortion correction algorithm has been successfully completed.
Keywords :
bandwidth allocation; cache storage; field programmable gate arrays; image processing; interpolation; caching system; data bandwidth constraints; digital rotation; digital zooming; field programmable gate array implementation; frame buffer; image quality improvement; input coordinates; lens distortion correction algorithm; pixel values; raster based fashion; real time bilinear interpolation; spatial transformation operations; Clocks; Displays; Equations; Image processing; Image quality; Information retrieval; Interpolation; Lenses; Pixel; Predistortion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Design, Test and Applications, Proceedings. DELTA 2004. Second IEEE International Workshop on
Conference_Location :
Perth, WA, Australia
Print_ISBN :
0-7695-2081-2
Type :
conf
DOI :
10.1109/DELTA.2004.10055
Filename :
1409828
Link To Document :
بازگشت