3d Object Modeling News Today : Breaking News, Live Updates & Top Stories | Vimarsana

Point cloud completion aims to accurately estimate complete point clouds from partial observations. Existing methods of-ten directly infer the missing points from the partial shape, but they suffer from limited structural information. To address this, we propose the Bilateral Coarse-to-Fine Network (BCF-Net), which leverages 2D images as guidance to compensate for structural information loss. Our method introduces a multi-level codeword skip-connection to estimate structural details. Experimental results show that BCF-Net outperforms state-of-the-art point cloud completion networks on synthetic and real-world datasets. ....

Bilateral Network , Bilateral Coarse To Fine Network , 3d Object Modeling , Ilateral Filtering , Image Guidance , Point Cloud Completion ,