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RFA-Tex: Range-Flexible Adaptive Physical Adversarial Texture Against Real-World Person Detectors

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Summary

RFA-Tex is a physical adversarial texture that conceals a person from person detectors at long range. Existing textures only work within 5 m, because their fragile fine-grained structures deteriorate over distances beyond 15 m. The authors' detail-preserving generation framework and a new deterioration function suppress those structures and extend the attack range to 25–45 m in digital and physical experiments.