Effacer les filtres
Effacer les filtres

Extract color map from a video ?

4 vues (au cours des 30 derniers jours)
Szillat
Szillat le 10 Jan 2018
Hi,
I try to follow this steps that I see in Matlab conference: https://www.mathworks.com/content/dam/mathworks/mathworks-dot-com/company/events/conferences/matlab-conference-australia/2017/proceedings/detecting-moving-objects-in-aerial-imagery-captured-from-unmanned-aerial-vehicles.pdf
And there I try to extract some points from a video using "detectSURFFeatures", for this case I use rgb2gray. But after all process, I get a modified image, named with '481x641xsingle' proprieties, but to use "foreground = step(foregroundDetector, videoFrame);" I need to transform it in '480x640x3xsingle', but I can't extract the color map from the video. How can I do that?
there is my code:
v = vision.VideoFileReader('C:\Users\rafae\Desktop\DRONE desafio street car.mp4');
%%Create Video Player
videoPlayer = vision.VideoPlayer;
fgPlayer = vision.VideoPlayer;
%%Create Foreground Detector (Background Subtraction)
foregroundDetector = vision.ForegroundDetector('NumGaussians', 3,'NumTrainingFrames', 50);
for i = 1:30
vidFrame = step(v);
I2 = rgb2gray(vidFrame);
point2 = detectSURFFeatures(I2);
[features2,valid_points2] = extractFeatures(I2,point2);
if(rem(i,2)==0)
if(rem(i,2)==0)
vidFrame = step(v);
I1=rgb2gray(vidFrame);
point1=detectSURFFeatures(I1);
[features1,valid_points1] = extractFeatures(I1,point1);
% imshow(I1); hold on;
% plot(point1.selectStrongest(10));
else
vidFrame = step(v);
I2=rgb2gray(vidFrame);
point2=detectSURFFeatures(I2);
[features2,valid_points2] = extractFeatures(I2,point2);
% imshow(I2); hold on;
% plot(point2.selectStrongest(10));
end
indexPairs = matchFeatures(features1,features2);
matchedPoints1 = valid_points1(indexPairs(:,1),:);
matchedPoints2 = valid_points2(indexPairs(:,2),:);
%figure; showMatchedFeatures(I1,I2,matchedPoints1,matchedPoints2);
pointTracker = vision.PointTracker;
movingPoints = matchedPoints2.Location;
fixedPoints = matchedPoints1.Location;
tform = fitgeotrans(movingPoints,fixedPoints,'projective');
B = imwarp(I2,tform);
%frameDifferences = diff(framesWithWhiteBlobs);
ind2gray
videoFrame = step(B); %here is my error
else
videoFrame = step(v);
end
foreground = step(foregroundDetector,videoFrame);
end

Réponses (0)

Catégories

En savoir plus sur Convert Image Type dans Help Center et File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by