DocumentCode :
1898396
Title :
A compact digital pixel sensor architecture using predictive coding scheme
Author :
Zhang, Milin ; Bermak, Amine
Author_Institution :
Dept. of Electron. & Comput. Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong
fYear :
2008
fDate :
26-29 Oct. 2008
Firstpage :
961
Lastpage :
964
Abstract :
In this paper, an online differential compression algorithm with reset columns integrated along with a digital pixel sensor (DPS) array is proposed. The proposed architecture of the sensor array reduces by more than half the silicon area of the DPS by sampling and storing the differential values between the pixel and its prediction, featuring compressed dynamic range and hence requiring limited precision (typically 2-3 bits as compared to 8-bit full precision). Column based reset technique is proposed to overcome the error accumulation problem inherent in predictive coding. While the concept of predictive coding was extensively introduced in previous literature, this is the first time this concept is used to reduce the storage requirement at the pixel level and hence drastically improving both the pixel size and the fill-factor - a key problem in DPS implementation. System level simulation results show the importance of the proposed reset scheme while VLSI implementation results illustrate a pixel level implementation of the whole predictive coding scheme featuring a pixel size reduction of more than 40% with a fill-factor of more than 15%.
Keywords :
image coding; image sensors; sensor arrays; column based reset technique; compact digital pixel sensor architecture; error accumulation problem; online differential compression algorithm; predictive coding scheme; CMOS image sensors; CMOS technology; Computer architecture; Consumer electronics; Dynamic range; Image coding; Pixel; Predictive coding; Sensor arrays; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensors, 2008 IEEE
Conference_Location :
Lecce
ISSN :
1930-0395
Print_ISBN :
978-1-4244-2580-8
Electronic_ISBN :
1930-0395
Type :
conf
DOI :
10.1109/ICSENS.2008.4716601
Filename :
4716601
Link To Document :
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