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After utilization of the cross-talk signal for preprocessing (Figures 5(c) and 5(d)), the background has been estimated by the exponential averaging.
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Figure 3 An image of a malignant tumor (A) Original image (B) Preprocessed image using NLM filter (C) Segmented image.
Focusing on the particular case of the Alamouti code (e.g., ), the optimal combining rule as given by Alamouti decoding (STBC preprocessing in Figure 2) can be merged with the channel matrix allowing the reception equation to be expressed as (6).
Fig. 2 An example output of preprocessing III. Figure 3 shows the data visualization example in the same day for 4 days from 2 students.
Figure 14 displays the change in the running time of our metric (without preprocessing) per frame, with respect to the minResolution parameter.
After preprocessing (Additional file 1: Figure S1D-H), image clustering analysis was performed using the freely-available image clustering software iCluster (http://icluster.imb.uq.edu.au/) [ 15] and the 55 selected LIPS images (5 examples × 11 probes) that users can download as a ZIP file (860 KiB).
Figure 9 Localization of the three sources at,, and without and with noise preprocessing for and. Figure 10 Localization of the three sources at and without and with noise preprocessing for and. Figure 11 Localization of the three sources at and without and with noise preprocessing for and.
The machine learning methods used in our systems were based on words (or tokens), which were generated by the preprocessing module shown in Figure 1.
Furthermore, images that could not be segmented using the proposed structure-based level set segmentation method without preprocessing are shown in Figure 12g,h.
Also, the image could not be segmented employing the proposed segmentation method without preprocessing as depicted in Figure 16g.Another sample vessel segmentation result for a non-pathological fundus image from STARE dataset is depicted in Figure 17.
The example images after preprocessing can be seen in Figure 6. Figure 6 Examples of OCT images.
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