Di Liu
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126
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2026
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware
This paper proposes a dynamic image cropping framework and compound shrinking strategy to reduce computational overhead of CNNs on edge AI, achieving higher accuracy and lower computational cost.
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cs.CVcs.ARcs.LGEmpiricalRecentJul 8, 2026
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo +4 more
This paper proposes a dynamic image cropping framework and compound shrinking strategy to reduce computational overhead of CNNs on edge AI, achieving higher accuracy and lower computational cost.
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