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This article discusses the advancements and applications of deep learning-based approaches in the field of image processing. It highlights the challenges and opportunities in this area and invites submissions of original research papers, survey articles, and literature reviews that address these issues. The goal is to develop intelligent image processing systems that can effectively analyze, enhance, and interpret images using deep learning techniques.