Software artifacts: noise reduction and sharpening

Software (especially operations performed during RAW conversion) can cause significant visual artifacts, including oversharpening "halos" and loss of fine, low-contrast detail. These artifacts result from nonlinear signal processing (so-called because it varies with the signal). Log frequency-Contrast chartImages may be sharpened (MTF boosted) in the presence of contrasty features like edges and blurred (lowpass filtered) in their absence. This generally improves measured performance (both sharpness and noise/Signal-to-Noise Ratio (SNR)), but it may result in a degradation of perceived image quality, for example, a "plasticy" cartoon-like appearance of skin even though edges are strongly sharpened. This loss of detail cannot be measured with SFR.

These artifacts can be measured by the Log F-Contrast module in Rescharts, which analyzes the chart shown on the right, which varies logarithmically in spatial frequency on the horizontal axis and in contrast on the vertical axis.

 
           Original | NR+Sharpening

Effects of software noise reduction + sharpening



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