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Enhancing collaborative perception through multi-scale contextual information integration

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In autonomous driving, perception systems face challenges from dynamic environments such as occlusions, changing lighting, and unpredictable traffic. These conditions make it hard to capture fine local details and broad context, while real-time operation deman... ...