A graph-based approach for simultaneous semantic and instance segmentation of plant 3D point clouds
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.1012669
Abstract: Accurate simultaneous semantic and instance segmentation of a plant 3D point cloud is critical for automatic plant phenotyping. Classically, each organ of the plant is detected based on the local geometry of the point cloud,… read more here.
Keywords: semantic instance; simultaneous semantic; segmentation plant; segmentation ... See more keywords
3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2023.1120189
Abstract: Background The non-invasive 3D-imaging and successive 3D-segmentation of plant root systems has gained interest within fundamental plant research and selectively breeding resilient crops. Currently the state of the art consists of computed tomography (CT) scans… read more here.
Keywords: root; plant root; segmentation plant; segmentation ... See more keywords