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This Special Issue aims to bring together cutting-edge research on the use of deep learning techniques in image processing and computer vision. Topics of interest include, but are not limited to, neural architecture search, neural network compression, image recognition, segmentation, restoration, and object detection. The deadline for submission is open and accepted papers will be published continuously in the journal.