Title :
Architecture of a Digital Pixel Sensor Array with Tile-Based Vector Quantization Image Compression Algorithm
Author :
Zhang, Milin ; Bermak, Amine
Abstract :
In this paper, an improved tile-based vector quantization (VQ) algorithm used for image compression application integrated along with a digital pixel sensor (DPS) array is proposed. The proposed technique is based on a tile-based compression of the original image, enabling an easy implementation of vector quantization. Furthermore, tile-based design reduces the accumulation of error inherent in DPCM type of processing. Simulation results show that the compression rate, which is measured by bit-per-pixel (BPP), can be as low as 0.28BPP, with PSNR result around 20dB.
Keywords :
Counting circuits; Digital images; Image coding; Image sensors; Pixel; Pulse width modulation; Sensor arrays; Space vector pulse width modulation; Time domain analysis; Vector quantization;
Conference_Titel :
Digital Image Computing Techniques and Applications, 9th Biennial Conference of the Australian Pattern Recognition Society on
Conference_Location :
Glenelg, Australia
Print_ISBN :
0-7695-3067-2
DOI :
10.1109/DICTA.2007.4426844