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Adaptive hybrid mean and median filtering of high-ISO long-exposure sensor noise for digital photography

Adaptive hybrid mean and median filtering of high-ISO long-exposure sensor noise for digital photography,10.1117/1.1668279,Journal of Electronic Imagi

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Adaptive hybrid mean and median filtering of high-ISO long-exposure sensor noise for digital photography   (Citations: 7)
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This paper presents a new methodology for the reduction of sensor noise from images acquired using digital cameras at high- International Organization for Standardization (ISO) and long- exposure settings. The problem lies in the fact that the algorithm must deal with hardware-related noise that affects certain color channels more than others and is thus nonuniform over all color channels. A new adaptive center-weighted hybrid mean and median filter is formulated and used within a novel optimal-size windowing framework to reduce the effects of two types of sensor noise, namely blue-channel noise and JPEG blocking artifacts, common in high-ISO digital camera images. A third type of digital camera noise that affects long-exposure images and causes a type of sensor noise commonly known as ''stuck-pixel'' noise is dealt with by pre- processing the image with a new stuck-pixel prefilter formulation. Experimental results are presented with an analysis of the perfor- mance of the various filters in comparison with other standard noise reduction filters. © 2004 SPIE and IS&T. (DOI: 10.1117/1.1668279)
Journal: Journal of Electronic Imaging - J ELECTRON IMAGING , vol. 13, no. 2, pp. 264-277, 2004
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