Jan 7, 2021 · A boundary-aware Geometric Encoding Module (GEM) is designed to encode geometric information and aggregate features with discrimination in a neighborhood.
Abstract. Boundary information plays a significant role in 2D image segmentation, while usually being ignored in 3D point cloud.
Jan 7, 2021 · A Boundary Prediction Module (BPM) to predict boundary points and a boundary-aware Geometric Encoding Module (GEM) is designed to encode ...
Sep 10, 2024 · Boundary information plays a significant role in 2D image segmentation, while usually being ignored in 3D point cloud segmentation where ...
People also ask
What is semantic point cloud classification?
What is 3D point cloud segmentation?
Based on the predicted boundary, a boundary-aware Geometric Encoding Module (GEM) is designed to encode geometric information and aggregate features with ...
Papertalk is an open-source platform where scientists share video presentations about their newest scientific results - and watch, like + discuss them.
... Artificial Intelligence , 2021, p.1424-1432 ,. Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Check for available services. Send to.
Boundary-aware geometric en- coding for semantic segmentation of point clouds. In Pro- ceedings of the AAAI Conference on Artificial Intelligence, pages ...
Dec 23, 2022 · To improve the segmentation near object boundaries, we propose a boundary-aware feature propagation mechanism. This mechanism is achieved by ...
Missing: Geometric | Show results with:Geometric
May 29, 2023 · In this paper, we present a robust semantic segmentation network by deeply exploring the geometry of point clouds, dubbed GeoSegNet. Our ...