Semantic and Context Information Fusion Network for View-Based 3D Model Classification and Retrieval
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3018875
Abstract: In recent years, with the rapid development of 3D technology, view-based methods have shown excellent performance in both 3D model classification and retrieval tasks. In view-based methods, how to aggregate multi-view features is a key… read more here.
Keywords: information fusion; context information; classification retrieval; view ... See more keywords
View-Based 3-D CAD Model Retrieval With Deep Residual Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2943195
Abstract: In industrial enterprises, effective retrieval and reuse of three-dimensional (3-D) computer-aided design (CAD) models could greatly save time and cost in new product development and manufacturing. Consequently, this article proposes a novel view-based approach for… read more here.
Keywords: model retrieval; deep residual; model; cad model ... See more keywords
Learning View-Based Graph Convolutional Network for Multi-View 3D Shape Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3221785
Abstract: View-based approach that recognizes 3D shape through its projected 2D images has achieved state-of-the-art results for 3D shape recognition. The major challenges are how to aggregate multi-view features and deal with 3D shapes in arbitrary… read more here.
Keywords: view; view gcn; graph; view based ... See more keywords