[daala] Fwd: Great encoder idea: Face recognition & Double bitrate
al4321 at gmail.com
Wed Oct 30 17:19:16 PDT 2013
I did some encoding of Skyrim video clip at very low bitrates (200
kbps, where both H.264 and VP8 can't keep up) and the obvious outcome,
is that faces deserve higher bitrate, because it's the first thing
humans look at.
For example, my Galaxy S3 smartphone can detect faces in most photos.
(so it can be done)
This idea is simple: The encoder must analyze each frame with a "face
detector", and if a macroblock contains a face, then give it higher
bitrate (double? quadruple? bitrate), while other objects (such as the
carpet or a wall) can be given lower (half?) the bitrate.
This is all about human perception, after all.
This encoder trick should help improve quality with all bitrates, but
will kick ass and become especially obvious at low bitrates.
The downside, is that encoder will become slightly slower.
Examples: (Skyrim: Face + background)
What do you think of it ?
-Alexey Eromenko "Technologov"
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