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MoCoPCI: Inter-frame motion correlation guided efficient 3D point cloud interpolation
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AI
DOI：10.1016/j.patcog.2025.112199.png)
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Abstract
En 中文
• We propose a novel motion correlation-guided framework for point cloud sequence interpolation. • The proposed method leverages explicit motion representation, inter-frame motion correlation, and trajectory compensation to enhance interpolation quality. • The proposed framework employs a one-shot approach for point cloud sequence interpolation, achieving a 2× speedup compared to existing methods. • Extensive experiments show that our method significantly outperforms existing state-of-the-art methods in both interpolation quality and speed.
Keywords:
point cloud sequence interpolation
motion correlation
trajectory compensation
one-shot approach
speedup
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