No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3247191
Abstract: Digital representation of 3D content in the form of 3D point clouds (PC) has gained increasing interest and has emerged in various computer vision applications. However, various degradation may appear on the PC during acquisition,… read more here.
Keywords: quality; point cloud; reference; reference point ... See more keywords
Point Cloud Quality Assessment via 3D Edge Similarity Measurement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3198601
Abstract: In this letter, a new full-reference metric is presented to assess the perceptual quality of the point clouds (PCs). The human visual system (HVS) always shows a high sensitivity to the three-dimensional (3D) edge features… read more here.
Keywords: edge similarity; quality; point cloud; cloud quality ... See more keywords