Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385804910> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4385804910 abstract "In plant phenotyping, accurate trait extraction from 3D point clouds of trees is still an open problem. For automatic modeling and trait extraction of tree organs such as blossoms and fruits, the semantically segmented point cloud of a tree and the tree skeleton are necessary. Therefore, we present CherryPicker, an automatic pipeline that reconstructs photo-metric point clouds of trees, performs semantic segmentation and extracts their topological structure in form of a skeleton. Our system combines several state-of-the-art algorithms to enable automatic processing for further usage in 3D-plant phenotyping applications. Within this pipeline, we present a method to automatically estimate the scale factor of a monocular reconstruction to overcome scale ambiguity and obtain metrically correct point clouds. Furthermore, we propose a semantic skeletonization algorithm build up on Laplacian-based contraction. We also show by weighting different tree organs semantically, our approach can effectively remove artifacts induced by occlusion and structural size variations. CherryPicker obtains high-quality topology reconstructions of cherry trees with precise details." @default.
- W4385804910 created "2023-08-15" @default.
- W4385804910 creator A5039812570 @default.
- W4385804910 creator A5041957658 @default.
- W4385804910 creator A5053580386 @default.
- W4385804910 creator A5066955750 @default.
- W4385804910 date "2023-06-01" @default.
- W4385804910 modified "2023-09-26" @default.
- W4385804910 title "CherryPicker: Semantic Skeletonization and Topological Reconstruction of Cherry Trees" @default.
- W4385804910 cites W1901129140 @default.
- W4385804910 cites W2017814585 @default.
- W4385804910 cites W2074178568 @default.
- W4385804910 cites W2082022750 @default.
- W4385804910 cites W2086970743 @default.
- W4385804910 cites W2142530961 @default.
- W4385804910 cites W2339234205 @default.
- W4385804910 cites W2460955018 @default.
- W4385804910 cites W2471962767 @default.
- W4385804910 cites W2558175778 @default.
- W4385804910 cites W266393595 @default.
- W4385804910 cites W2894116595 @default.
- W4385804910 cites W2921551103 @default.
- W4385804910 cites W3036474525 @default.
- W4385804910 cites W3093581445 @default.
- W4385804910 cites W3095546493 @default.
- W4385804910 cites W3181818321 @default.
- W4385804910 cites W3199654312 @default.
- W4385804910 cites W3215901177 @default.
- W4385804910 cites W3217669333 @default.
- W4385804910 cites W4205172069 @default.
- W4385804910 cites W4234674137 @default.
- W4385804910 cites W4287848462 @default.
- W4385804910 cites W4303622039 @default.
- W4385804910 cites W4308271235 @default.
- W4385804910 doi "https://doi.org/10.1109/cvprw59228.2023.00664" @default.
- W4385804910 hasPublicationYear "2023" @default.
- W4385804910 type Work @default.
- W4385804910 citedByCount "0" @default.
- W4385804910 crossrefType "proceedings-article" @default.
- W4385804910 hasAuthorship W4385804910A5039812570 @default.
- W4385804910 hasAuthorship W4385804910A5041957658 @default.
- W4385804910 hasAuthorship W4385804910A5053580386 @default.
- W4385804910 hasAuthorship W4385804910A5066955750 @default.
- W4385804910 hasBestOaLocation W43858049102 @default.
- W4385804910 hasConcept C113174947 @default.
- W4385804910 hasConcept C131979681 @default.
- W4385804910 hasConcept C134306372 @default.
- W4385804910 hasConcept C153180895 @default.
- W4385804910 hasConcept C154945302 @default.
- W4385804910 hasConcept C199360897 @default.
- W4385804910 hasConcept C23951316 @default.
- W4385804910 hasConcept C31972630 @default.
- W4385804910 hasConcept C33923547 @default.
- W4385804910 hasConcept C41008148 @default.
- W4385804910 hasConcept C43521106 @default.
- W4385804910 hasConcept C89600930 @default.
- W4385804910 hasConceptScore W4385804910C113174947 @default.
- W4385804910 hasConceptScore W4385804910C131979681 @default.
- W4385804910 hasConceptScore W4385804910C134306372 @default.
- W4385804910 hasConceptScore W4385804910C153180895 @default.
- W4385804910 hasConceptScore W4385804910C154945302 @default.
- W4385804910 hasConceptScore W4385804910C199360897 @default.
- W4385804910 hasConceptScore W4385804910C23951316 @default.
- W4385804910 hasConceptScore W4385804910C31972630 @default.
- W4385804910 hasConceptScore W4385804910C33923547 @default.
- W4385804910 hasConceptScore W4385804910C41008148 @default.
- W4385804910 hasConceptScore W4385804910C43521106 @default.
- W4385804910 hasConceptScore W4385804910C89600930 @default.
- W4385804910 hasLocation W43858049101 @default.
- W4385804910 hasLocation W43858049102 @default.
- W4385804910 hasOpenAccess W4385804910 @default.
- W4385804910 hasPrimaryLocation W43858049101 @default.
- W4385804910 hasRelatedWork W1669643531 @default.
- W4385804910 hasRelatedWork W2005437358 @default.
- W4385804910 hasRelatedWork W2008656436 @default.
- W4385804910 hasRelatedWork W2023558673 @default.
- W4385804910 hasRelatedWork W2119189625 @default.
- W4385804910 hasRelatedWork W2134924024 @default.
- W4385804910 hasRelatedWork W2517104666 @default.
- W4385804910 hasRelatedWork W2979718872 @default.
- W4385804910 hasRelatedWork W3158534694 @default.
- W4385804910 hasRelatedWork W4283033898 @default.
- W4385804910 isParatext "false" @default.
- W4385804910 isRetracted "false" @default.
- W4385804910 workType "article" @default.