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This Special Issue focuses on the advancements and applications of computer vision, including image processing, pattern recognition, machine learning, and artificial intelligence techniques. It aims to showcase innovative methodologies and algorithms for tasks such as image classification, object detection and tracking, and scene understanding, as well as explore the integration of computer vision into emerging technologies and its applications in various fields. By providing a platform for the dissemination of cutting-edge research and practical applications, this Special Issue aims to facilitate knowledge exchange and interdisciplinary collaborations to address real-world challenges.