"vislabels" detecting background as an object

2 次查看（过去 30 天）
Abdul Hannan Qureshi
评论： Image Analyst 2022-4-18
I want to detect number of lines in the image below:
However, I am getting following output:
Why it is picking background as object count. Can someone advise me what I am missing?.
"bwconncomp" outcome is shown below.
cc =
struct with fields:
Connectivity: 8
ImageSize: [5023 5036]
NumObjects: 9
PixelIdxList: {1×9 cell}
I am using following simple code:
a = imread ('Image.png');
b = rgb2gray(a);
d=im2bw(b);
vislabels(d);
cc=bwconncomp(d)

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采纳的回答

Image Analyst
Image Analyst 2022-4-18
You need to call imclearborder since your image has a white frame surrounding the black background.
rgbImage = imread ('Image.png');
grayImage = rgbImage(:,:,1); % Take red channel (faster than rgb2gray).
binaryImage = grayImage > 128;
% Get rid of white frame around the lines.
binaryImage = imclearborder(binaryImage);
imshow(binaryImage)
% Count lines
[labeledImage, numLines] = bwlabel(binaryImage);
caption = sprintf('Found %d lines.', numLines);
title(caption, 'FontSize',16)
  2 个评论
Image Analyst
Image Analyst 2022-4-18
You're welcome. Can you then click the "Accept this answer" link to let everyone know it's resolved? Thanks in advance. 🙂

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