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This special issue aims to bring together researchers investigating mathematical methods to solve diverse problems of image processing and computer vision tasks. The image processing and computer vision tasks mainly contain image classification, detection, denoising, retrieval or segmentation. Papers addressing interesting real-world computer vision applications are especially encouraged. Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website.