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Image pickup system with noise estimator

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TLDR
In this paper, an image pickup system has a noise estimating unit which estimates the amount of noise contained in a digitized signal from a pickup element composed of an array of a plurality of pixels.
Abstract
An image pickup system has a noise estimating unit which estimates the amount of noise contained in a digitized signal from an image pickup element composed of an array of a plurality of pixels, either for each pixel or for each specified unit area made up of a plurality of pixels, and a shooting conditions estimation unit which estimates the shooting condition when an image based on the signal is acquired. The amount of noise estimated by the noise estimating unit is corrected on the basis of the shooting conditions estimated by the shooting conditions estimation unit, and the noise in the signal is reduced on the basis of the corrected amount of noise.

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Citations
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References
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Noise filter for bayer pattern image data

TL;DR: In this paper, a method of filtering an image filter is presented for a digital camera including image sensors sensitive to light, a color filter placed over sensitive elements of the sensors and patterned according to a Bayer mosaic pattern layout and an interpolation algorithm joining together the digital information provided by differently colored adjacent pixels in said Bayer pattern.
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Imaging device, automatic focusing method and recording medium on which a program is recorded

TL;DR: In this paper, an imaging device that can shorten focus searching search times and enable correct focusing in accordance with shooting conditions is presented. But it is not suitable for the use of handheld cameras.
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Estimating noise for a digital image utilizing updated statistics

TL;DR: In this article, a method of estimating noise in a digital image receiving a digital images was proposed, where the pixels of the digital image were used to calculate a second statistical table related to the noise provided by the image source in capturing the image.
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TL;DR: In this article, a smear correction circuit for elimination of smear error within image sensing devices was proposed, where image receiving means receive CCD image data and a determination of a smear scaling factor for smear estimation was made.