Can I use blob detection to detect my hand?
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I want to detect my hand from a video, and I've used the blob detection code from ImageAnalyst's file exchange to try and do it, but it won't work. Can someone tell me where I'm going wrong? Or suggest some other method for hand detection? Here's the code I've used:
clc;
clear all;
close all;
closepreview;
vid = videoinput('winvideo', 1, 'YUY2_640x480'); %specify the video adaptor
src = getselectedsource(vid);
vid.ReturnedColorspace = 'grayscale'; %define the color format to GRAYSCALE
vid.FramesPerTrigger = 5;
preview(vid); %preview the video object
while(1)
preview(vid); %preview the video object
currentimg=getsnapshot(vid); %capture the image of interest
grayImage = currentimg;
% Get the dimensions of the image. numberOfColorBands should be = 1.
[rows columns numberOfColorBands] = size(grayImage);
% Binarize the image.
binaryImage = im2bw(grayImage,0.58);
binaryImage = imfill(binaryImage, 'holes');
binaryImage = bwareaopen(binaryImage, 8000);
[labeledImage numberOfBlobs] = bwlabel(binaryImage, 8);
% Get all the blob properties.
blobMeasurements = regionprops(labeledImage, 'BoundingBox','Area');
allBlobAreas = [blobMeasurements.Area];
% Display the original gray scale image.
imshow(grayImage, []);
% Loop through all blobs, putting up Bounding Box.
hold on; % Prevent boxes from blowing away the image and prior boxes.
for k = 1 : numberOfBlobs
boundingBox = blobMeasurements(k).BoundingBox; % Get box.
x1 = boundingBox(1);
y1 = boundingBox(2);
x2 = x1 + boundingBox(3) - 1;
y2 = y1 + boundingBox(4) - 1;
verticesX = [x1 x2 x2 x1 x1];
verticesY = [y1 y1 y2 y2 y1];
plot(verticesX, verticesY);
end
end
Thank you!
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Image Analyst
2014년 2월 14일
"it won't work" is not very descriptive. Can you attach an image/snapshot that it did not work for. You may need to adjust your threshold.
댓글 수: 9
Image Analyst
2014년 2월 16일
No one can say without looking at code. Put a stop in your catch statement and then investigate variables.
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