...Qingyang Zhou; Chee-An Yu; Xuechun Hua; Shan Liu; C.-C. Jay Kuo Surface reconstruction from point cloud scans is crucial in 3D vision and graphics. Recent approaches focus on training deep-learning (DL) models to generate representations through learned priors. These models use neural networks...

...Min Zhang; Jintang Xue; Pranav Kadam; Hardik Prajapati; Shan Liu; C.-C. Jay Kuo The design of a tiny machine learning model which can be deployed in mobile and edge devices for point cloud object classification is investigated in this work. To achieve this objective, we replace the multi-scale...

...Weisi Lin; Sanghoon Lee Three-dimensional (3D) point clouds (PCs) and meshes have increasingly become available and indispensable for diversified applications in work and life. In addition, 3D visual data contain information from any viewpoint when needed, introducing new challenges...

...Evangelos Aiexiou Recent trends in multimedia technologies indicate the need for richer imaging modalities to increase user engagement with the content. Among other alternatives, point clouds denote a viable solution that offers an immersive content representation, as witnessed by current...