Upper insets show the input images and the lower insets show the output images.</p
<p>Histogram of training dataset, showing distribution of percentage inhibition from zero to 100%.</...
<p>Number image samples in the training, validation and test set for each class.</p
<p>Training data set percentage dependent variation of SSIM for the Lena, Sails, and Baboon images.<...
Upper inset shows the input images. The black lines show feeding trails extracted only from an image...
<p>Example image used during training to demonstrate correct placement of bounding boxes around tass...
The illustrations of some training samples for the satellite image classification.</p
<p>Training (the first row) and testing (the second row) sample images of a person in the Extended Y...
<p>See main text for details. (A) A custom data set of simple shapes at various positions. (B) The M...
The first row is generated from one of the training slides. The other two rows are generated from te...
<p>Training data conditions under which the classification algorithms were tested.</p
<p>The predicted labels of the test images for different filters when the first image is used as the...
Comparison of using different data compositions of synthetic images for training the classifier and ...
<p>(A) Examples of natural images used for training. The square denotes ...
Fig 4 shows the examples of training patch and class. (a) is the case of input patch including a cel...
Visualization of the effect of k (top row) and σ (bottom row) on the training dataset for Subject 1 ...
<p>Histogram of training dataset, showing distribution of percentage inhibition from zero to 100%.</...
<p>Number image samples in the training, validation and test set for each class.</p
<p>Training data set percentage dependent variation of SSIM for the Lena, Sails, and Baboon images.<...
Upper inset shows the input images. The black lines show feeding trails extracted only from an image...
<p>Example image used during training to demonstrate correct placement of bounding boxes around tass...
The illustrations of some training samples for the satellite image classification.</p
<p>Training (the first row) and testing (the second row) sample images of a person in the Extended Y...
<p>See main text for details. (A) A custom data set of simple shapes at various positions. (B) The M...
The first row is generated from one of the training slides. The other two rows are generated from te...
<p>Training data conditions under which the classification algorithms were tested.</p
<p>The predicted labels of the test images for different filters when the first image is used as the...
Comparison of using different data compositions of synthetic images for training the classifier and ...
<p>(A) Examples of natural images used for training. The square denotes ...
Fig 4 shows the examples of training patch and class. (a) is the case of input patch including a cel...
Visualization of the effect of k (top row) and σ (bottom row) on the training dataset for Subject 1 ...
<p>Histogram of training dataset, showing distribution of percentage inhibition from zero to 100%.</...
<p>Number image samples in the training, validation and test set for each class.</p
<p>Training data set percentage dependent variation of SSIM for the Lena, Sails, and Baboon images.<...
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