The College of Education for Pure Sciences organized a scientific lecture entitled "Convex Regularization Models for Image Processing." The lecture, presented by researcher Nada Sarhan Matani, included a growing interest in the field of image processing, given their ability to produce accurate and stable results that enhance image quality without losing detail. In this episode, we review the concept of these techniques, along with some models and algorithms that rely on this type of regularization, such as the Total Variation model and others. We also provide a brief overview of important studies addressing the topic of image processing

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