A model for measurement of noise in CCD digital-video cameras

被引:50
作者
Irie, K. [1 ]
McKinnon, A. E. [2 ]
Unsworth, K. [2 ]
Woodhead, I. M. [1 ]
机构
[1] Licoln Ventures Ltd, Christchurch 7640, New Zealand
[2] Lincoln Univ, Appl Comp Grp, Canterbury, New Zealand
关键词
charge coupled devices; noise measurement;
D O I
10.1088/0957-0233/19/4/045207
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study presents a comprehensive measurement of CCD digital-video camera noise. Knowledge of noise detail within images or video streams allows for the development of more sophisticated algorithms for separating true image content from the noise generated in an image sensor. The robustness and performance of an image-processing algorithm is fundamentally limited by sensor noise. The individual noise sources present in CCD sensors are well understood, but there has been little literature on the development of a complete noise model for CCD digital-video cameras, incorporating the effects of quantization and demosaicing.
引用
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页数:5
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