Name
Abstract | ||
|---|---|---|
The quality of images produced by a digital imager is degraded by the presence of defects, mainly hot pixels, which develop continuously during the imager’s lifetime. We previously studied the spatial and temporal distributions of these defects (at ISO 400) and concluded that they most likely result from random radiation and are not material related. With the advancement in imaging technology, the noise level at high ISO had been overcome and new cameras have a wider ISO range (ISO 100-6400). ISO gain is applied to all pixels, good or defective; thus defect parameters get amplified, causing defects to become more visible at high ISO settings. Preliminary defect identification with high ISO has revealed 2 to 3 times more defects at ISO 1600 compared to the standard ISO 400 setting. Amplification of the defect parameters causes defects to become more distinguishable relative to the background noise level. In fact, by measuring the distribution of defect parameters, our experiment results suggest that 2-3% of the faulty pixels behave as stuck-high defects at ISO 1600. With more defects found at higher ISO, we gain a more complete map of defects from each sensor and thus improve our statistical analysis of the spatial and temporal defect distributions. Our current results show that although more defects were found in the tested sensors, the defects are very small and not clustered, pointing to a random defect source rather than a material related one. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/DFT.2009.49 | Chicago, IL |
Keywords | Field | DocType |
image sensors,statistical analysis,ISO 1600,ISO 400,defect identification,digital imagers,gain enhanced in-field defects,hot pixels,imaging technology,spatial distributions,statistical analysis,temporal distributions,APS,CCD,hot pixels,imager defect | Imaging technology,Noise measurement,Image sensor,Ambient noise level,Computer science,Noise level,Electronic engineering,Pixel,Radiation,Statistical analysis | Conference |
ISSN | ISBN | Citations |
1550-5774 | 978-0-7695-3839-6 | 1 |
PageRank | References | Authors |
0.62 | 3 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jenny Leung | 1 | 33 | 6.59 |
| Glenn H. Chapman | 2 | 167 | 34.10 |
| Israel Koren | 3 | 1579 | 175.07 |
| Zahava Koren | 4 | 239 | 36.02 |