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Principal components of image voxel intensities.
Correspondingly, Figure4e,f shows the curvelike and pointlike components of image separating by W-HSD.
In order to get the different components of image faster and more accurate, a fast alternating direction method (FADM) is used to train the dictionary.
In order to get the different components of image faster and more accurate, we also use fast alternating direction method (FADM) instead of BCR to train dictionary.
At last, the texture details of image are enhanced by emphasizing the high-frequency components of image using multi-channel decomposition of Cortex Transform [11].
In this work, the texture information of the enhanced image is strengthened by emphasizing the high-frequency components of image using (12).
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This polarized imaging system simultaneously collects two polarization components of images [0° and 90° polarization components, [25]].
In [56], the authors gave precise definitions of edges and other texture components of images.
One example is image recognition, where it is often necessary to learn representations of the underlying components of images, such as objects, object-parts, or features.
Last but not least, the details of images which correspond to high-frequency components of images are enhanced by multi-channel decomposition of Cortex Transform.
First, RVSIM employs Log-Gabor band-pass filters on the reference and distorted images to obtain the components of images in different frequency bands.
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