Efficient Binning of Photographs

Abstract

Pixel binning is a well-known method to reduce the storage capacity of digital images. There remains the question, however, whether binned images obtain an increase of signal or signal-to-noise ratio. Experiments with photographs of point light sources and extended light sources are presented to demonstrate (a) the effect of increase of signal and (b) the success of pixel binning. The work presents a method to compute the signal-to-noise ratio for the binning task. On-chip binning is provided by some hardware devices. On-chip binning will introduce a certain complexity to the calibration of the device and to the derivation of errors obtained from photometry. Electronic imaging and photography are based on physical constraints. It is shown, that binning does not violate the physical law of conservation of energy. Binning will provide averaged pixels at lowered dimension and resolution of the image. Binning does not improve the signal-to-noise ratio or the susceptibility of the device.

Complete library entry
 
Bauer, Thilo. Efficient Binning of Photographs. Proceedings of the IADIS International Conference, Informatics 2010, 26 - 28 July 2010, Freiburg, Germany, p. 19-25. edited by H. Weghorn, J. Roth and P. Isaias. ISBN: 978-972-8939-19-9


Award Winning Paper

This paper was selected for the "Outstanding Paper Award". The conference committee, taking into account the blind review process, considered this paper of the highest standard.


 
State: Published. 

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