The image dataset used here has been taken from the following web site. As shown above, the number of images of train and valid datasets is not enough to use for a training set of our segmentation ...

In this respect, we have to develop a smoothing technique in order to enhance the image contrast and to reduce noise. Consequently, this digital filter can be used in the pre-processing phase, as ...

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Regarding the color correlation-based approach, JPEG AI’s preprocessing pipeline introduces statistical dependencies between the image’s color channels, creating a signature that can serve as a ...

. To cite the challenge or the data, please refer to: Raudaschl, P. F., Zaffino, P., Sharp, G. C., Spadea, M. F., Chen, A., Dawant, B. M., … & Jung, F. (2017 ...

Image preprocessing in this study is performed on the dataset ... as shown in Figure 1. The downsampling module on the left is mainly used for the initial extraction of temporal lobe features and the ...