[FFmpeg-trac] #442(undetermined:new): scene change detection
FFmpeg
trac at avcodec.org
Wed Sep 7 08:46:54 CEST 2011
#442: scene change detection
-------------------------------------+-------------------------------------
Reporter: lovelove | Owner:
Type: enhancement | Status: new
Priority: normal | Component:
Version: unspecified | undetermined
Keywords: scene | Resolution:
change detection | Blocked By:
Blocking: | Reproduced by developer: 0
Analyzed by developer: 0 |
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Comment (by lovelove):
Here is the (latest of several) FFmpeg-users threads discussing this
issue: http://ffmpeg-users.933282.n4.nabble.com/Scene-detection-
td941845.html
I will try to concisely sum up the key suggestions of the thread:
----
"You could store the various first frames of each scene in order to get a
sort of photographic storyline of a movie, or you could store the
timestamps somewhere in order to use that to automatically cut every movie
'shot' with a video editor. Both options should be possible with
FFmpeg+libavfilter." (Stefano Sabatini)
----
"It should be not too hard to implement a scene detection filter in
libavfilter. The fake syntax for a lavfi filter (BIG WARNING, libavfilter
is not still properly integrated into FFmpeg, check the soc repo) would be
something of the kind:
'''ffmpeg -i in.avi -vfilters "[IN] split [SC_DETECT] [OUT], [SC_DETECT]
sc_detect=PARAMS, process_sc_frames=PARAMS" /dev/null'''
As you see you would need two filters, one detecting scene changes and
outputting the detected scene change frames to the output, and a filter to
furtherly processes the information of the frames, for example it could
print to a file the timestamp of the file or to render as an image file
the processed frames.
The sc_detect filter implementation is the tricky part, but a naive
implementation shouldn't be too hard to accomplish." (Stefano Sabatini)
----
"Scene-detection looks like a much requested feature, please file a
feature request on the issue tracker." (Stefano Sabatini)
----
"On the technical side: this has been already discussed on ffmpeg-devel,
an underkill solution may be as simple as tweaking the select filter and
adopt a simple pixel-per-pixel average difference as metric.
For images with moving objects that's not a proper solution, and you need
motion estimation code, which is already integrated in libavcodec, so the
ideal solution would be to refactor the ME code in libavcodec and move it
to libavutil. By doing this you may also improve the code itself, and thus
improve the codecs using it at the same time." (Stefano Sabatini)
----
"For ideas/details about how to implement a scene-cut detection, I would
suggest looking at the code of shotdetect (Johan Mathe is really nice, and
the license is LGPL by the way). His approach is actually really simple
and straightforward, and we've now been using it in our long-term archive
solution for quite a while and could provide information based on hands-on
experience about what to expect from that straight-forwards algorithm.
I'm mentioning this, because I think Johan's algorithm is merely a
variation of a "pixel-per-pixel average difference" and it works
surprisingly well - on really different kinds of content." (Peter B.)
--
Ticket URL: <http://ffmpeg.org/trac/ffmpeg/ticket/442#comment:1>
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