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FBNet: Feedback Network for Point Cloud Completion
Xuejun Yan, Hongyu Yan, Jingjing Wang +5
The rapid development of point cloud learning has driven point cloud completion into a new era. However, the information flows of most existing completion methods are solely feedfo…
Learning Inner-Group Relations on Point Clouds
Haoxi Ran, Wei Zhuo, Jun Liu +1
The prevalence of relation networks in computer vision is in stark contrast to underexplored point-based methods. In this paper, we explore the possibilities of local relation oper…
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking
Shuiwang Li, Qijun Zhao, Ziliang Feng +1
(Discriminative) Correlation Filter has been successfully applied to visual tracking and has advanced the field significantly in recent years. Correlation filter-based trackers con…
Deeper or Wider Networks of Point Clouds with Self-attention?
Haoxi Ran, Li Lu
Prevalence of deeper networks driven by self-attention is in stark contrast to underexplored point-based methods. In this paper, we propose groupwise self-attention as the basic bl…
RIN: Textured Human Model Recovery and Imitation with a Single Image
Haoxi Ran, Guangfu Wang, Li Lu
Human imitation has become topical recently, driven by GAN's ability to disentangle human pose and body content. However, the latest methods hardly focus on 3D information, and to…