Noise Measurement for Raw-Data of Digital Imaging Sensors by Automatic Segmentation of Nonuniform Targets

@article{Foi2007NoiseMF,
  title={Noise Measurement for Raw-Data of Digital Imaging Sensors by Automatic Segmentation of Nonuniform Targets},
  author={A. Foi and S. Alenius and V. Katkovnik and K. Egiazarian},
  journal={IEEE Sensors Journal},
  year={2007},
  volume={7},
  pages={1456-1461}
}
  • A. Foi, S. Alenius, +1 author K. Egiazarian
  • Published 2007
  • Engineering
  • IEEE Sensors Journal
  • In this paper, we present a new method for measuring the temporal noise in the raw-data of digital imaging sensors [e.g., CMOS and charge-coupled device (CCD)]. The method is specially designed to estimate the variance function which describes the signal-dependent noise found in raw-data. It gives the standard-deviation of the noise as a function of the expectation of the pixel raw-data output value. In contrast with established methods (such as the ISO 15739), our method does not require the… CONTINUE READING
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    References

    SHOWING 1-10 OF 16 REFERENCES
    Practical Poissonian-Gaussian Noise Modeling and Fitting for Single-Image Raw-Data
    • 493
    • PDF
    Noise modeling for design and simulation of computational imaging systems
    • 25
    Virtual sensor design
    • 40
    • PDF
    Performance analysis of a color CMOS photogate image sensor
    • 87
    Anisotropic local approximations for pointwise adaptive signal-dependent noise removal
    • 18
    • PDF
    Noise performance of a color CMOS photogate image sensor
    • 30
    Loinaz, “Performance analysis of a color CMOS photogate sensor”
    • IEEE Trans. Electron Devices,
    • 2000
    Performance analysis of a color CMOS photogate sensor
    • IEEE Trans. Electron Devices
    • 2000