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This article discusses the growing importance of pattern recognition and image processing in the field of artificial intelligence, specifically through the use of machine learning and deep learning. The Special Issue aims to explore recent developments and potential directions in this area. Manuscripts can be submitted for consideration, and accepted papers will be published continuously on the journal’s website. The Article Processing Charge for publication in this open access journal is 2400 CHF.