How can I segment depth images

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Zara Khan
Zara Khan 2021-10-12
评论： Zara Khan 2021-10-14
I have read depth imges and converted them into grayscale. Now how to segment the hand region properly.

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yanqi liu
yanqi liu 2021-10-12
Ran in:
sir，please check the follow code to get some information
for more information,you can read the book 《计算机视觉与深度学习实战》，Thank you！
clc; clear all; close all;
img = imread('https://ww2.mathworks.cn/matlabcentral/answers/uploaded_files/764791/img27.png');
bw = imbinarize(img,'adaptive','ForegroundPolarity','dark','Sensitivity',0.8);
bw = imclose(bw, strel('line', 5, 0));
bw = imclearborder(bw);
bw = bwareafilt(bw, 1);
bw = imclose(bw, strel('line', 25, 0));
bw = imfill(bw, 'holes');
bw = imopen(bw, strel('line', 15, 0));
bw = bwareafilt(bw, 1);
[r,c] = find(bw);
rect = [min(c) min(r) max(c)-min(c) max(r)-min(r)];
figure; imshow(img);
hold on; rectangle('position', rect, 'EdgeColor', 'g', 'LineWidth', 2)
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yanqi liu
yanqi liu 2021-10-14
Ran in:
clc; clear all; close all;
img = imread('https://ww2.mathworks.cn/matlabcentral/answers/uploaded_files/764791/img27.png');
bw = imbinarize(img,'adaptive','ForegroundPolarity','dark','Sensitivity',0.8);
bw = imclose(bw, strel('line', 5, 0));
bw = imclearborder(bw);
bw = bwareafilt(bw, 1);
bw = imclose(bw, strel('line', 25, 0));
bw = imfill(bw, 'holes');
bw = imopen(bw, strel('line', 15, 0));
bw = bwareafilt(bw, 1);
[r,c] = find(bw);
rect = [min(c) min(r) max(c)-min(c) max(r)-min(r)];
figure; imshow(img);
hold on; rectangle('position', rect, 'EdgeColor', 'g', 'LineWidth', 2)
% make mask
figure; imshow(bw)
img1 = img; img2 = img; img3 = img;
img1(~bw) = 0; img2(~bw) = 0; img3(~bw) = 0;
imgr = cat(3, img1, img2, img3);
figure; imshow(imgr);
Zara Khan
Zara Khan 2021-10-14
Mask is not working well. Still have some background portion. Any other idea?

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