artifact types:
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ringing
       wave or noise like patterns around sharp edges
       bad: sinc, lanczos (with high filter length)
       acceptable: lanczos (with low filter length), cubic, spline
       ok: area, (fast)blinear, gauss, point

blur
       loss of detail / high frequency
       bad: gauss with high variance
       acceptable: (fast)bilinear, area
       ok: others

aliasing (only downscale)
       straight lines look like staircases
       areas of high detail look worse
       regular patterns turn into a funny looking mess (moire patterns)
       bad: fast bilinear, point, gauss with low variance
       acceptable: area
       ok: others

blocky (upscale only)
       looks like the image is made of rectangular blocks like a mosaic
       bad: point
       ok: others

recommendations: (based upon my personal opinion many ppl might disagree ...)
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the recommended scalers for upscaling:
fast_bilinear, point if speed is important
cubic, spline, lanczos if quality is important

the recommended scalers for downscaling:
fast_bilinear, point if speed is important
gauss, bilinear if quality is important
cubic, spline, lanczos if a sharper picture is important

note: when encoding at a limited amount of bits (not constant quantizer)
then a slightly blurred input might look better after decoding than a slightly
sharpened one, especially for lower bitrates

sws numbers / names / artifact types
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r ringing
b blurry
a aliasing (downscale only)
m mosaic (blocky) (upscale only)

-sws 0  fast bilinear                   bA
-sws 1  bilinear                        b
-sws 2  bicubic high sharpness          r
               low sharpness           b
-sws 3  experimental                    ????
-sws 4  nearest neighbour               AM
-sws 5  area                            ba
-sws 6  luma bicubic / chroma bilinear  r
-sws 7  gauss   low sharpness           B
               high sharpness          AM
-sws 8  sinc                            R
-sws 9  lanczos long filter             R
               short filter            b
-sws 10 bicubic spline                  r

Notes:
       area upscale is identical to bilinear