Dynamic Hypergraph Convolutional Network for No-Reference Point Cloud Quality Assessment

W Chen, Q Jiang, W Zhou, L Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid advancement of three-dimensional (3D) sensing technology, point cloud has
emerged as one of the most important approaches for representing 3D data. However …

Multi-modal evaluation of 3d point clouds images: A novel no-reference approach using a multi-stream attentive architecture

M Tliba, A Chetouani, G Valenzise… - 2023 31st European …, 2023 - ieeexplore.ieee.org
Most existing Point Cloud Quality Assessment (PCQA) methods do not consider the local
structures among points, which can impact the overall perceived quality. In this paper, we …