ffmpeg - remove sequentially duplicate frames

问题:

Is there any way to detect duplicate frames within the video using ffmpeg.

I tried -vf flag with select=gt(scene\,0.xxx) for scene change. But, it did not work for my case.

回答1:

Use the mpdecimate filter, whose purpose is to "Drop frames that do not differ greatly from the previous frame in order to reduce frame rate."

• This will generate a console readout showing which frames the filter thinks are duplicates.

  ffmpeg -i input.mp4 -vf mpdecimate -loglevel debug -f null -

• To generate a video with the duplicates removed

  ffmpeg -i input.mp4 -vf mpdecimate,setpts=N/FRAME_RATE/TB out.mp4

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Th setpts filter expression generates smooth timestamps for a video at FRAME_RATE fps. See an explanation for timestamps at What is video timescale, timebase, or timestamp in ffmpeg?

回答2:

I also had this problem and Gyan's excellent answer above got me started but the result of it was desynchronized audio so I had to explore more options:

mpdecimate vs decimate filters

• mpdecimate is the standard recommendation I found all over SO and the internet, but I don't think it should be the first pick
  • it uses heuristics so it may and will skip some duplicate frames
  • you can tweak the detection with frac parameter, but that's extra work you may want to avoid if you can
  • it is not really supposed to work with mp4 container (source), but I was using mkv so this limitation didn't apply on my case, but good to be aware of it
• decimate removes frames precisely, but it is useful only for periodically occurring duplicates

detected vs actual frame rate

• so you have multimedia file with duplicate frames, it is good idea to make sure that the detected frame rate matches the actual one

• ffprobe in.mkv will output the detected FPS; it may look like this

  Stream #0:0: Video: h264 (Main), yuvj420p(pc, bt709, progressive), 1920x1080, SAR 1:1 DAR 16:9, 25 fps, 25 tbr, 1k tbn, 50 tbc (default)

• the actual frame rate can be found out if you open the media in.mkv in a media player that lets you step one frame at the time; then count the steps needed to advance the playback time for 1 second, in my case it was 30 fps

• not a big surprise for me, because every 6th frame was duplicate (5 good frames and 1 duplicate), so after 25 good frames there was also 5 duplicates

what is N/FRAME_RATE/TB

• except the use of FRAME_RATE variable the N/FRAME_RATE/TB is equal to the example below from ffmpeg documentation (source)

  Set fixed rate of 25 frames per second:
  setpts=N/(25*TB)

• the math behind it perfectly explained in What is video timescale, timebase, or timestamp in ffmpeg?

  • it basically calculates timestamp for each frame and multiplies it with timebase TB to enhance precision

FRAME_RATE variable vs literal FPS value (e.g. 25)

• this is why it is important to know your detected and actual FPS
• if the detected FPS matches your actual FPS (e.g. both are 30 fps) you can happily use FRAME_RATE variable in N/FRAME_RATE/TB
• but if the detected FPS differs than you have to calculate the FRAME_RATE on your own
  • in my case my actual FPS was 30 frames per second and I removed every 6th frame, so the target FPS is 25 which leads to N/25/TB
    • if I used FRAME_RATE (and I actually tried that) it would take the wrong detected fps of 25 frames i.e. FRAME_RATE=25, run it through mpdecimate filter which would remove every 6th frame and it would update to FRAME_RATE=20.833 so N/FRAME_RATE/TB would actually be N/20.833/TB which is completely wrong

to use or not to use setpts

• so the setpts filter already got pretty complicated especially because of the FPS mess that duplicate frames may create
• the good news is you actually may not need the setpts filter at all

• here is what I used with good results

  ffmpeg -i in.mkv -vf mpdecimate out.mkv

  ffmpeg -i in.mkv -vf decimate=cycle=6,setpts=N/25/TB out.mkv

• but the following gave me desynchronized audio

  ffmpeg -i in.mkv -vf mpdecimate,setpts=N/FRAME_RATE/TB out.mkv

  ffmpeg -i in.mkv -vf mpdecimate,setpts=N/25/TB out.mkv

  ffmpeg -i in.mkv -vf decimate=cycle=6 out.mkv

• as you see

  • mpdecimate and decimate does not work the same way
  • mpdecimate worked better for me without setpts filter
  • while decimate needed setpts filter and furthermore I need to avoid FRAME_RATE variable and use N/25/TB instead because the actual FPS was not detected properly

note on asetpts

• it does the same job as setpts does but for audio
• it didn't really fix desync audio for me but you want to use it something like this -af asetpts=N/SAMPLE_RATE/TB
• maybe you are supposed to adjust the SAMPLE_RATE according to the ratio of duplicate frames removed, but it seems to me like extra unnecessary work especially when my video had the audio in sync at the beginning, so it is better to use commands that will keep it that way instead of fixing it later

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tl;dr

If the usually recommended command ffmpeg -i in.mkv -vf mpdecimate,setpts=N/FRAME_RATE/TB out.mkv does not work for you try this:

ffmpeg -i in.mkv -vf mpdecimate out.mkv

or

ffmpeg -i in.mkv -vf decimate=cycle=6,setpts=N/25/TB out.mkv

(cycle=6 because every 6th frame is duplicate and N/25/TB because after removing the duplicates the video will have 25 fps (avoid the FRAME_RATE variable); adjust for your use case)