Most of heuristic rules applied for mode decisions within Video Encoder are mathematically intractable and therefore they can’t be mathematically confirmed. Moreover modern encoding methods are so sophisticated that the amount of options is incredibly large for brute-force decision, we need sub-optimal heuristics to make encoders to meet real-time.
We have to believe that these heuristic rules work basing on experimental results and/or common sense and/or the intuition (by the way in my opinion the intuition is not a good indicator).
23+ years’ programming and theoretical experience in the computer science fields such as video compression, media streaming and artificial intelligence (co-author of several papers and patents).
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