611 citations · 612 across the 5 of their papers we have counts for
5 papers
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion
Xinpu Liu, Baolin Hou, Hanyun Wang +3
To further promote the development of multimodal point cloud completion, we contribute a large-scale multimodal point cloud completion benchmark ModelNet-MPC with richer shape cate…
Adaptive Channel Encoding for Point Cloud Analysis
Guoquan Xu, Hezhi Cao, Yifan Zhang +3
Attention mechanism plays a more and more important role in point cloud analysis and channel attention is one of the hotspots. With so much channel information, it is difficult for…
Adaptive Channel Encoding Transformer for Point Cloud Analysis
Guoquan Xu, Hezhi Cao, Yifan Zhang +3
Transformer plays an increasingly important role in various computer vision areas and remarkable achievements have also been made in point cloud analysis. Since they mainly focus o…
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis
Guoquan Xu, Hezhi Cao, Yifan Zhang +3
Recently, deep neural networks have made remarkable achievements in 3D point cloud classification. However, existing classification methods are mainly implemented on idealized poin…
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition
Yulan Guo, Ferdous Sohel, Mohammed Bennamoun +2
Recognizing 3D objects in the presence of noise, varying mesh resolution, occlusion and clutter is a very challenging task. This paper presents a novel method named Rotational Proj…