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Enhancing automated shoeprint comparison via synthetic data generation and deep segmentation

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Forensic footwear impressions are routinely used to support shoeprint comparison and investigative decision-making, yet automated analysis remains challenging due to background clutter, partial occlusion, print degradation, and the limited availability of pair... ...