Title :
A novel high dynamic range image compression scheme of color filter array data for the digital camera pipeline
Author :
Dohyoung Lee ; Plataniotis, Konstantinos N.
Author_Institution :
Edward S. Rogers Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
fDate :
Sept. 30 2012-Oct. 3 2012
Abstract :
This paper introduces a novel color filter array (CFA) image compression scheme capable of handling high dynamic range (HDR) representation. The proposed pipeline consists of a series of preprocessing steps followed by a JPEG XR encoding module. A 8-directional edge-sensing mechanism operator is used to reduce estimation error and preserve edge related information during color space conversion. The utilized YCoCg color space allows for a simplified pipeline implementation. Performance of the proposed solution is validated through objective quality assessment metrics and complexity analysis. Extensive experimentation reported in this paper indicates that the proposed solution is suitable for limited resource environments due to low complexity and high performance.
Keywords :
cameras; computational complexity; data compression; filtering theory; image coding; image colour analysis; image representation; pipeline processing; 8-directional edge-sensing mechanism operator; HDR representation; JPEG XR encoding module; YCoCg color space; color filter array data; color space conversion; complexity analysis; digital camera pipeline; edge related information; estimation error reduction; high dynamic range image compression scheme; high dynamic range representation; objective quality assessment metrics; Arrays; Complexity theory; Image coding; Image color analysis; Image edge detection; Pipelines; Transform coding; YCoCg color space; color filter array; high dynamic range; image compression;
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2012.6466861