3d object detection with attention: shell-based modeling

HIGHLIGHTS

  • who: Xiaorui Zhang from the School of Computer and Software, Nanjing University of Information and Technology, Nanjing, China have published the research: 3D Object Detection with Attention: Shell-Based Modeling, in the Journal: (JOURNAL)
  • what: To address the issues above this study proposes a new two-stage network structure to extract point cloud features directly by PointNet++ which effectively preserves the original point cloud coordinate information. The authors design a point-attention module adapted to 3D object detection between the encoder and decoder and creatively introduce the skip connection structure , where the network is backpropagating . . .

     

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