Title :
New efficient methods of image compression in digital cameras with color filter array
Author :
Koh, Chin Chye ; Mukherjee, Jayanta ; Mitra, Sanjit K.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
Many consumer digital color cameras use a single light sensitive sensor and a color filter array (CFA) with each pixel element recording intensity information of one color component. The captured data is interpolated into a full color image, which is then compressed in many applications. Carrying out color interpolation before compression introduces redundancy in the data. In this paper we discuss methods and issues involved in the compression of CFA data before full color interpretation. The compression methods described operate on the same number of pixels as the sensor data. To obtain improved image quality, median filtering is applied as post-processing. Furthermore, to assure low complexity, the CFA data is compressed by JPEG. Simulations have demonstrated that substantial improvement in image quality is achievable using these new schemes.
Keywords :
cameras; data compression; image coding; image colour analysis; median filters; JPEG; color filter array; color interpolation; digital cameras; image compression; image quality; intensity information; median filtering; pixel element; single light sensitive sensor; Color; Digital cameras; Digital filters; Digital recording; Image coding; Image quality; Information filtering; Information filters; Optical arrays; Sensor arrays;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2003.1261253