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Converting JPG images into a cell arrays

조회 수: 5(최근 30일)
Abdussalam Elhanashi
Abdussalam Elhanashi 2020년 10월 24일
댓글: Walter Roberson 2020년 10월 25일
I have the following code i want to convert images jpg (TrainingData) into cell arrays ,where each cell containing a 28-by-28 matrix representing a synthetic image of fingerprint
dataDir= fullfile('Data/');
exts = {'.jpg','.png','.tif','BMP'};
imds = imageDatastore(fullfile(dataDir),...
[TrainData, TestData] = splitEachLabel(imds, 0.5);
for i = 1:numImages
img = readimage(TrainData, i);
img = imbinarize(img);

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Walter Roberson
Walter Roberson 2020년 10월 24일
편집: Walter Roberson 2020년 10월 25일
sz = size(img);
RB = 28; CB = 28;
NRB = floor(sz(1)/RB);
LOR = sz(1) - NRB*RB;
NCB = floor(sz(2)/CB);
LOC = sz(2) - NCB*CB;
if LOR ~= 0
rbs = [RB * ones(1,NRB), LOR];
rbs = RB * ones(1,NRC);
if LOC ~= 0
cbs = [CB * ones(1,NCB), LOC];
cbs = CB * ones(1,NCB);
tiles = mat2cell(img, rbs, cbs, size(img,3));
See also mat2tiles in the File Exchange
And watch out for the titles that are not 28 x 28. This code does not assume that the image is an exact integer multiple of 28 in each direction, and it does not throw away any partial blocks.
  댓글 수: 2
Walter Roberson
Walter Roberson 2020년 10월 25일
You are right, I had a bug in the code. I fixed it above.
Caution: your 400 x 400 image will end up with partial tiles. On each dimension, you have 14 full groups of 28, and then you have partial group of 8 to reach 400. Because of this, some of the blocks in tiles will be 8 x 28, and some will be 28 x 8, and one of them will be 8 x 8.

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