Title :
Color quantization by 3D spherical Fibonacci lattices
Author :
Pei, Soo-Chang ; Liu, Hsin-Hua ; Chen, Jun-Horng
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Color quantization is a technique that reduces the number of distinct colors for a color image. It usually maps pixels of the color image to a small color palette. The display quality of the color-quantized image is taken most seriously. But in practical applications, we also need to consider the complexity of quantization algorithm and the storage of parameters. We develop a 3D mathematic model to design the color palette such that the above things are solved. We will show the proposed scheme is computationally inexpensive and the display quality of the color-quantized image tends to perform better as the codebook size increases, but the storage of total parameters does not increase. In addition, we also prove the color-mapped images generated can be used for the edge detection of color image.
Keywords :
Fibonacci sequences; edge detection; image coding; image colour analysis; image resolution; 3D spherical Fibonacci lattices; color quantization; color-mapped images; color-quantized image; display quality; edge detection; Color; Computer displays; Image edge detection; Image generation; Image storage; Lattices; Mathematical model; Mathematics; Pixel; Quantization; Color; Fibonacci lattice; quantization;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413949