NRAP-RCNN: A Pseudo Point Cloud 3D Object Detection Method Based on Noise-Reduction Sparse Convolution and Attention Mechanism

In recent years, pseudo point clouds generated from depth completion of RGB images and LiDAR data have provided a robust foundation for multimodal 3D object detection. However, the generation process often introduces noise, reducing data quality and detection accuracy. Moreover, existing methods fai...

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Bibliographic Details
Main Authors: Ziyue Zhou, Yongqing Jia, Tao Zhu, Yaping Wan
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Information
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Online Access:https://www.mdpi.com/2078-2489/16/3/176
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