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To improve the fusion performance we designed two new activity measures for fusion of the lowpass subbands and the highpass subbands.
This approach is widely used in image fusion because the advantage of multi-scale analysis may improve the fusion results.
In order to adapt to the fusion of medical images, this paper innovates and improves on the basis of wavelet-weighted fusion, and aims to improve the fusion effect in all directions.
Although many applications utilize a feedback structure1 to improve the fusion accuracy [15], this paper proves that the sub-optimality caused by the increment of estimation error still exists in CI.
Using Equation 4, we perform an occlusion detection: O k 1, k 2 shows the points of k 1 occluded (i.e., not visible) in k 2. Finally, we use the occlusion maps O k-1,k+1 and O k+1,k-1 to improve the fusion process.
In [10], the encoder sends information to improve the fusion process: since the encoder has access to the original WZ frame and the key frames (KFs), a fusion mask can be generated based on the difference between the KFs and WZ frame (both known at the encoder).
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We concluded that PHA treatment significantly improved the fusion efficiency of somatic NT in cattle, and therefore, increased the development of cloned blastocysts.
The evaluation of the pan-sharpened images, using global validation indexes, reveals that the proposed approach improves the fusion quality compared with six state of the art fusion methods.
Moreover, microinjection experiments demonstrated that additional expression of CD9 could improve the reduced fusion rate caused by CD81 deficiency in oocytes, while additional expression of CD81 failed to reverse a fusion defect caused by CD9 deficiency.
Pedicle screws are widely used alternatives to improve the spine fusion in the treatment of several spine diseases.
The proposed MAS architecture is based on virtual organizations, and incorporates social behaviors to improve the information fusion processes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com