Remove noise in video

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Life is Wonderful
Life is Wonderful on 25 Feb 2020
Edited: Life is Wonderful on 15 Mar 2020
I am playing a video file. In the video there are lot's flicker. In first step, I would like to make a detection for flicker frame and later on I would like to remove them as well.
Below is my code snippet. I need a algo for frame with noise detection.
%% Record video - VideoPlayer
close all
filename = 'Trim.mp4'; % video to load
wb = waitbar(0,'Loading the file...'); % show progress bar
v = VideoReader(filename); % create VideoReader object
w = v.Width; % get width
h = v.Height; % get height
d = v.Duration; % get duration
s = struct('cdata',zeros(h,w,3,'uint8'),'colormap',[]); % struct to hold frames
k = 1; % initialize counter
NFrames = v.FrameRate*v.Duration % Number of frames
while hasFrame(v) % while object has frame
f = readFrame(v); % read the frame
s(k).cdata = f; % = imrotate(f,90); % rotate frame as needed
k = k + 1; % increment counter
waitbar(v.CurrentTime/d) % update progress bar
v.CurrentTime = 13; % set current time
f = readFrame(v); % get the frame
close(wb) % close progress bar
axes % create axes
imshow(f) % show the frame
title('Trim.mp4') % add title
I want to understand the under which condition reported frames and frame rate are different.
How to get the histogram for good vs bad frames.
Any help here ?
Thank you!

Accepted Answer

Image Analyst
Image Analyst on 11 Mar 2020
In the loop, I'd get the mean into an array. Then I'd use some kind of outlier detection code to find peaks in the mean signal. Not step changes which indicate scene changes, but sharp peaks or valleys.
Life is Wonderful
Life is Wonderful on 14 Mar 2020
Edited: Life is Wonderful on 15 Mar 2020
Thanks for the help. I'll try it out

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