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Steps of image processing.
منشور في 2025"…This study proposed a deep ensemble model leveraging the strengths of VGG16 and Xception net trained on Facial Images for ASD detection overcoming limitations in existing datasets through extensive preprocessing. Proposed model preprocessed the training dataset of facial images by converting side posed images into frontal face images, using Histogram Equalization (HE) to enhance colors, data augmentation techniques application, and using the Hue Saturation Value (HSV) color model. …"
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Preprocessing strategy analysis.
منشور في 2024"…<p>We inspected how our preprocessing choices affected the BOLD signal by comparing the images before and after denoising. …"
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Image pre-processing steps.
منشور في 2024"…To optimize performance, preprocessing, data imbalance, and hyperparameter tuning were meticulously addressed. …"
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Flow diagram for data preprocessing stages.
منشور في 2025"…We tested the presented framework on two well-known datasets, ISBI2016 and ISBI2017. The data was first preprocessed by several techniques: resizing, normalization, balancing, and augmentation. …"
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