How can I detect the SURF Features of 100 images? (I already have the code)

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Lauren Pitts
Lauren Pitts 2019-7-30
评论： Lauren Pitts 2019-8-2
I have two sets of code, the first one detects and extracts 10 strongest points from an image.
clear;
close all;
I = imread('D:\test\chair\0001.png');
figure; imshow(I);
I = rgb2gray(I);
figure; imshow(I);
points = detectSURFFeatures(I);
figure;
imshow(I); hold on;
plot(points.selectStrongest(10));
[features, valid_points] = extractFeatures(I, points);
plot(valid_points.selectStrongest(5),'showOrientation',true);
The second one is a for loop that displays 100 images at once. But how can I insert the for loop into the SURF code?
for i=1:100 % we have 100 images we have in or folder
clc;clear;
images ='C:\Users\pittsl\Desktop\Matlab\train\cup';
pngfiles=dir(fullfile(images,'\*.png*'));
n=numel(pngfiles);
idx=randi(n);
im=pngfiles(idx).name;
im1=imread(fullfile(images,im));
imshow(im1)
end

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采纳的回答

Jalaj Gambhir
Jalaj Gambhir 2019-8-2
Hi,
I am assuming you want to visualize the keypoints of all the 100 images. You can do so by:
images_dir ='C:\Users\pittsl\Desktop\Matlab\train\cup';
pngfiles=dir(fullfile(images_dir,'\*.png*'));
n=numel(pngfiles);
for i=1:n
figure;
image = pngfiles(i).name;
im1 = imread(fullfile(images_dir,image));
I = rgb2gray(im1);
imshow(I);
points = detectSURFFeatures(I);
imshow(I);
hold on;
plot(points.selectStrongest(10));
[features, valid_points] = extractFeatures(I, points);
plot(valid_points.selectStrongest(5),'showOrientation',true);
end

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