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However, due to its architecture limitation, image segmentation using traditional Hopfield neural networks results in the same function as thresholding of image histograms.
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In spite of some computational and practical limitations, image analysis of apparent soil moisture patterns could be used in connection with traditional soil moisture sampling, which always renders punctual estimates.
Finally, the portable CXR is subject to technical limitations: images are acquired using a voltage of 90 kVp instead of 120 kVp, resulting in a less translucent appearance of the ribs.
Binary images of both particle agglomerations and colocalizations were incomplete images of individual PS microspheres, which is the limitation of image analysis with only a single binarization threshold for particle sizing.
The interposition of hepatic parenchyma between the probe and the gallbladder wall (i.e., the so-called hepatic window) may overcome this limitation, increasing image quality.
To overcome this limitation, an image can be divided into some non-overlapping but equal size blocks, and each block is rotated in the range of set {0°, 90°, 180°, 270°} to see edge pixels in more than one direction inside a given block.
Current limitations in image processing methods and membrane markers limit the advancement to a three compartment model.
In the case of X-ray energies used in clinical mammography, phase-contrast and dark-field imaging are capable of overcoming these limitations as image formation in these modalities relies on the intrinsically enhanced electron density contrast and small-angle scattering capability of the tissue, respectively [ 8– 10].
However, these methods with multiple reference images have limitation in online image dehazing applications [6, 7] and may need a special imaging sensor [1 3].
The limitations in image acquisition and transmission systems can be remedied by image enhancement.
Limitations of image interpretation using smartphones are a drawback of DICOM viewing applications.
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