Title :
Compression of Bayer color filter array data
Author :
Koh, Chin Chye ; Mitra, Sanjit K.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
Consumer digital color cameras use a single sensor with a color filter array to capture images. The captured data is first interpolated into a full color image, which is then compressed in many applications. The color interpolation process before compression introduces redundancy in the data. This paper outlines transformation methods before compression that remove this redundancy. The transformations described, maintain the same data size as the sensor data. The transformed data is compressed by JPEG to ensure retention of system simplicity by using standard technology and algorithms. Experiments demonstrate that substantial improvement in image quality is achievable using the proposed methods.
Keywords :
cameras; data compression; image coding; image sensors; interpolation; optical filters; Bayer color filter array data; JPEG; Joint Photographic Experts Group; color interpolation process; consumer digital color camera; image capture; image compression; image quality; sensor data; transformation method; Color; Digital cameras; Digital filters; Image coding; Image quality; Image sensors; Interpolation; Sensor arrays; Sensor phenomena and characterization; Transform coding;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246665