[FFmpeg-devel] [PATCH 1/2] libavcodec/zmbvenc: block scoring improvements/bug fixes
tjoppen at acc.umu.se
Fri Feb 22 19:45:08 EET 2019
fre 2019-02-22 klockan 13:09 +0100 skrev Tomas Härdin:
> fre 2019-02-22 klockan 00:11 +0100 skrev Michael Niedermayer:
> > On Thu, Feb 21, 2019 at 09:26:44PM +0000, Matthew Fearnley wrote:
> > > - To clear up the effects: the change from 'i=1' to 'i=0' was the only
> > > change that should make any difference in the output.
> > > The rest of the changes were to improve the speed of an inner loop, and to
> > > fix two bugs that happily cancelled each other out, but would have broken
> > > if the code were changed to emit larger blocks. These should not lead to
> > > changes in the blocks chosen or the final compression size.
> > >
> > > - Regarding the worse compression: let me start by stating that scoring on
> > > byte frequency alone will not always predict well how Deflate will work,
> > > since Deflate also uses pattern matching as well.
> > > Frequency-based block scoring will only ever be a heuristic. There may be
> > > scope for improving the scoring, but it would add a lot of complexity, and
> > > I think it would be easy to make things worse rather than better. (I found
> > > this in my brief experiments with including the frequencies from the
> > > previous block.)
> > implementing the exact scoring by using Deflate itself would allow us to
> > understand how much there is between the heuristic and what is achievable.
> > If there is a gap that is significant then it may be interresting to
> > look at improving the heuristic if the gap is small than the whole
> > heuristic improvment path can be discarded.
> > The obvious improvment for the heuristic would be to move to higher
> > order entropy estimation. ATM IIUC this uses a 0th order. 1st order could
> > be tried or any fast compression algorithm could also be used to estimate
> > entropy.
> We tried a sliding window order-0 model, which did worse. An order-1
> model might be useful, but would need quite a bit of context for it to
> be meaningful
I did some looking into this because I was unsure, and it turns out
evaluating the entropy of an order-1 model involves computing the
eigenvector of the transfer matrix corresponding to the eigenvalue 1,
and computing the scalar product between that and the order-0 entropy
of each column of the transfer matrix. A pricey operation.
With some luck computing the entropy change for a small perturbation
(MV change) over the transfer matrix for the entire frame *might* be
cheap enough to be useful. Maybe. The resulting matrix difference has a
particular structure that might be exploitable..
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