Dark current in an active pixel complementary metal-oxide-semiconductor sensor

We present an analysis of dark current from a comple- mentary metal-oxide-semiconductor (CMOS) active pixels sensor with global shutter. The presence of two sources of dark current, one within the collection area of the pixel and another within the sense node, present complications to correction of the dark current. The two sources are shown to generate unique and characteristic dark current behavior with respect to varying exposure time, temperature, and/or frame rate. In particular, a pixel with storage time in the sense node will show a dark current dependence on frame rate and the appearance of being a "stuck pixel" with values independent of expo- sure time. On the other hand, a pixel with an impurity located within the collection area will show no frame rate dependence, but rather a linear dependence on exposure time. A method of computing dark frames based on past dark current behavior of the sensor is pre- sented and shown to intrinsically compensate for the two different and unique sources. In addition, dark frames requiring subtraction of negative values, arising from the option to modify the bias offset, are shown to be appropriate and possible using the computational method. © 2011 SPIE and IS&T. (DOI: 10.1117/1.3533328)

[1]  SukHwan Lim,et al.  Characterization of noise in digital photographs for image processing , 2006, Electronic Imaging.

[2]  A. Blanksby,et al.  Performance analysis of a color CMOS photogate image sensor , 2000 .

[3]  James P. Lavine,et al.  Deep-Level Traps in CCD Image Sensors , 1998 .

[4]  Miroslav Goljan,et al.  Digital camera identification from sensor pattern noise , 2006, IEEE Transactions on Information Forensics and Security.

[5]  Ralf Widenhorn,et al.  Temperature dependence of dark current in a CCD , 2002, IS&T/SPIE Electronic Imaging.

[6]  A. S. Grove Physics and Technology of Semiconductor Devices , 1967 .

[7]  S. M. Sze Physics of semiconductor devices /2nd edition/ , 1981 .

[8]  J. Janesick,et al.  Scientific Charge-Coupled Devices , 2001 .

[9]  A.J.P. Theuwissen Image processing chain in Digital Still Cameras , 2004, 2004 Symposium on VLSI Circuits. Digest of Technical Papers (IEEE Cat. No.04CH37525).

[10]  Ralf Widenhorn,et al.  Computation of dark frames in digital imagers , 2007, Electronic Imaging.

[11]  Richard L. Baer,et al.  A model for dark current characterization and simulation , 2006, Electronic Imaging.

[12]  James P. Lavine,et al.  Probing Metal Defects in CCD Image Sensors , 1995 .

[13]  Israel Koren,et al.  Analyzing the impact of ISO on digital imager defects with an automatic defect trace algorithm , 2010, Electronic Imaging.

[14]  Abbas El Gamal,et al.  Analysis of temporal noise in CMOS photodiode active pixel sensor , 2001, IEEE J. Solid State Circuits.

[15]  Bedrich J. Hosticka,et al.  CMOS imaging for automotive applications , 2003 .

[16]  Orly Yadid-Pecht,et al.  Empirical dark current modeling for complementary metal oxide semiconductor active pixel sensor , 2002 .

[17]  Ralf Widenhorn,et al.  Correction of dark current in consumer cameras , 2010, J. Electronic Imaging.

[18]  Hyuck In Kwon,et al.  The analysis of dark signals in the CMOS APS imagers from the characterization of test structures , 2004, IEEE Transactions on Electron Devices.

[19]  O. Yadid-Pecht,et al.  A snap-shot CMOS active pixel imager for low-noise, high-speed imaging , 1998, International Electron Devices Meeting 1998. Technical Digest (Cat. No.98CH36217).