图像旋转不正确 - Matlab

Question

如何在分离的图形中绘制旋转的裁剪图像，我没有得到正确的旋转（例如，k= 3 或 6）的问题是什么？

代码：

clear;
clc;

RGB = imread('pillsetc.png');
I = rgb2gray(RGB);
bw = imbinarize(I);
bw = bwareaopen(bw,30);
bw = imfill(bw,'holes');

imshow(bw)

[B,L] = bwboundaries(bw,'noholes');

imshow(bw)

[labeledImage, numBlobs] = bwlabel(bw);


for k = 1 : numBlobs
  thisObject = ismember(labeledImage, k);
  measurements = regionprops(thisObject, 'Orientation', 'BoundingBox');
  croppedImage = imcrop(RGB, measurements.BoundingBox);
  angle = measurements.Orientation
  uprightImage = imrotate(croppedImage, angle);
  imshow(uprightImage);
  hold on
end

Answer 1

问题是当你得到物体的角度时，如果你想让它们水平，你必须这样做：

uprightImage = imrotate(croppedImage, -angle);

而不是：

uprightImage = imrotate(croppedImage, angle);

如果我运行马里奥的这个代码：

clear;
clc;

RGB = imread('Small-mario.png');
I = rgb2gray(RGB);
bw = imbinarize(I);
bw = bwareaopen(bw,30);
bw = imfill(bw,'holes');

figure;
imshow(bw)

[B,L] = bwboundaries(bw,'noholes');

figure;
imshow(bw)

[labeledImage, numBlobs] = bwlabel(bw);


for k = 1 : numBlobs
  thisObject = ismember(labeledImage, k);
  measurements = regionprops(thisObject, 'Orientation', 'BoundingBox');
  croppedImage = imcrop(RGB, measurements.BoundingBox);
  angle = measurements.Orientation;
  uprightImage = imrotate(croppedImage, -angle);
  figure;
  imshow(uprightImage);
end

之后马里奥的头是水平的：

图像旋转不正确 - Matlab

Incorrect rotation of image - Matlab

matlab

plot

image-processing

image-rotation