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These results confirm that robust and reliable iconic representation can be generated without prior knowledge of image content.
Seeded region growing (SRG) algorithm is very attractive for semantic image segmentation by involving high-level knowledge of image components in the seed selection procedure.
By being physically located in the medical school while maintaining close ties to engineering through teaching and research, the group strives to advance the field by developing new image processing and analysis methodology fully grounded with knowledge of image acquisition physics, anatomy and physiology, and the clinical and scientific questions.
Noise is constrained by including prior knowledge of image smoothness.
Most medical schools have limited time to cover the basic knowledge of image interpretation and patient safety, and guidelines to direct use of PBL to appropriate areas are desirable.
This study shows that a 1-day workshop with two 1-h sessions within the next 6-month results in sustained knowledge of image acquisition theory and image interpretation as well as improved attitudes towards the use of bedside ultrasound.
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In the NRLBPs (NRLBP, NRLBP+, NRLBP++), more information of other bits and the prior knowledge of images are incorporated into the encoding process.
The relation between these thresholds and the knowledge of images (e.g., resolution) as well as the knowledge of the objects in the real world (e.g., the distribution rules of the objects) can be considered to improve threshold setting.
Contouring of the CTV also depends on an accurate knowledge of image-based cross-sectional anatomy.
We develop a corresponding sampling design methodology that deterministically yields a near optimal sampling distribution for image reconstructions incorporating knowledge of the image geometry.
Automatically evaluating the compliance of a face image to such requirements needs a precise knowledge of the image structure, intended as the partitioning of the image into its main components (face, hair, clothes and background regions).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com