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However, this assumption is not valid for many advanced applications that perform global tone mapping and contrast enhancement.
Tone mapping and contrast enhancement using histogram adaptation of the brightness channel without requiring logarithmic compression of the dynamic range and other time-consuming computations.
To finalize this section the main novelties and advantages of our proposed operator are outlined: Tone mapping and contrast enhancement using histogram adaptation of the brightness channel without requiring logarithmic compression of the dynamic range and other time-consuming computations.
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The visual comparison between the linear mapping and contrast-enhanced color strategies is demonstrated in Fig. 10.
The contrast improvement achieved by tone mapping and contrast-enhancement methods can be evaluated using the metric defined for detail/contrast.
Spatial intensity maps and contrast enhancement was pursued in the Matlab 8.3 environment (The MathWorks Inc., Natick, MA).
Similar to Liu et al., Ferda et al. reported that the co-evaluation of FA maps and contrast enhancement patterns may improve the possibility of distinguishing among lower and higher gliomas grades [ 60].
The IAUGC60 and Ktrans maps and contrast agent uptake curves (same patients) are shown in Figs. 4 and 5. Functional imaging has the potential to provide imaging biomarkers for proof-of-mechanism for angiogenesis inhibitors, and to identify those patients more likely to respond to a given therapy, as well as providing more physiological sensitivity when assessing post-treatment response.
Specifically, we leverage the quality-aware features extracted from both the gradient-magnitude map and contrast-normalized map, and further improve the performance by making use of redundancy of features with random subspace method.
A similar example of mismatch between high perfusion area from CBV map and contrast-enhancement observed in our patients is shown in Figure 2. Histopathologically, these patterns of rCBV may reflect diffuse migration of glioma cells along vascular channels of the white matter tracts spreading beyond the visible tumor border [ 18].
A recent study25 has described the use of MRI T2 mapping and phase-contrast imaging to measure blood oxygen saturation and blood flow, respectively.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

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