Matches in SemOpenAlex for { <https://semopenalex.org/work/W1522277130> ?p ?o ?g. }
- W1522277130 endingPage "313" @default.
- W1522277130 startingPage "300" @default.
- W1522277130 abstract "In this paper we propose a probabilistic framework that models shape variations and infers dense and detailed 3D shapes from a single silhouette. We model two types of shape variations, the object phenotype variation and its pose variation using two independent Gaussian Process Latent Variable Models (GPLVMs) respectively. The proposed shape variation models are learnt from 3D samples without prior knowledge about object class, e.g. object parts and skeletons, and are combined to fully span the 3D shape space. A novel probabilistic inference algorithm for 3D shape estimation is proposed by maximum likelihood estimates of the GPLVM latent variables and the camera parameters that best fit generated 3D shapes to given silhouettes. The proposed inference involves a small number of latent variables and it is computationally efficient. Experiments on both human body and shark data demonstrate the efficacy of our new approach." @default.
- W1522277130 created "2016-06-24" @default.
- W1522277130 creator A5018207993 @default.
- W1522277130 creator A5026743181 @default.
- W1522277130 creator A5052676364 @default.
- W1522277130 date "2010-01-01" @default.
- W1522277130 modified "2023-10-18" @default.
- W1522277130 title "Inferring 3D Shapes and Deformations from Single Views" @default.
- W1522277130 cites W1494238748 @default.
- W1522277130 cites W1522277130 @default.
- W1522277130 cites W1592011777 @default.
- W1522277130 cites W1989191365 @default.
- W1522277130 cites W2006178360 @default.
- W1522277130 cites W2049981393 @default.
- W1522277130 cites W2057175746 @default.
- W1522277130 cites W2112601264 @default.
- W1522277130 cites W2121299550 @default.
- W1522277130 cites W2122007052 @default.
- W1522277130 cites W2124351162 @default.
- W1522277130 cites W2134484928 @default.
- W1522277130 cites W2139905387 @default.
- W1522277130 cites W2141836119 @default.
- W1522277130 cites W2159815232 @default.
- W1522277130 cites W2165258384 @default.
- W1522277130 cites W2237250383 @default.
- W1522277130 cites W4235111023 @default.
- W1522277130 doi "https://doi.org/10.1007/978-3-642-15558-1_22" @default.
- W1522277130 hasPublicationYear "2010" @default.
- W1522277130 type Work @default.
- W1522277130 sameAs 1522277130 @default.
- W1522277130 citedByCount "44" @default.
- W1522277130 countsByYear W15222771302012 @default.
- W1522277130 countsByYear W15222771302013 @default.
- W1522277130 countsByYear W15222771302014 @default.
- W1522277130 countsByYear W15222771302015 @default.
- W1522277130 countsByYear W15222771302016 @default.
- W1522277130 countsByYear W15222771302017 @default.
- W1522277130 countsByYear W15222771302018 @default.
- W1522277130 countsByYear W15222771302019 @default.
- W1522277130 countsByYear W15222771302020 @default.
- W1522277130 countsByYear W15222771302021 @default.
- W1522277130 countsByYear W15222771302023 @default.
- W1522277130 crossrefType "book-chapter" @default.
- W1522277130 hasAuthorship W1522277130A5018207993 @default.
- W1522277130 hasAuthorship W1522277130A5026743181 @default.
- W1522277130 hasAuthorship W1522277130A5052676364 @default.
- W1522277130 hasBestOaLocation W15222771301 @default.
- W1522277130 hasConcept C112604564 @default.
- W1522277130 hasConcept C121332964 @default.
- W1522277130 hasConcept C153180895 @default.
- W1522277130 hasConcept C154945302 @default.
- W1522277130 hasConcept C163716315 @default.
- W1522277130 hasConcept C199360897 @default.
- W1522277130 hasConcept C2776214188 @default.
- W1522277130 hasConcept C2778334786 @default.
- W1522277130 hasConcept C2781238097 @default.
- W1522277130 hasConcept C31972630 @default.
- W1522277130 hasConcept C41008148 @default.
- W1522277130 hasConcept C44870925 @default.
- W1522277130 hasConcept C49937458 @default.
- W1522277130 hasConcept C51167844 @default.
- W1522277130 hasConcept C58103923 @default.
- W1522277130 hasConcept C61224824 @default.
- W1522277130 hasConcept C61326573 @default.
- W1522277130 hasConcept C62520636 @default.
- W1522277130 hasConcept C65965080 @default.
- W1522277130 hasConcept C97686452 @default.
- W1522277130 hasConceptScore W1522277130C112604564 @default.
- W1522277130 hasConceptScore W1522277130C121332964 @default.
- W1522277130 hasConceptScore W1522277130C153180895 @default.
- W1522277130 hasConceptScore W1522277130C154945302 @default.
- W1522277130 hasConceptScore W1522277130C163716315 @default.
- W1522277130 hasConceptScore W1522277130C199360897 @default.
- W1522277130 hasConceptScore W1522277130C2776214188 @default.
- W1522277130 hasConceptScore W1522277130C2778334786 @default.
- W1522277130 hasConceptScore W1522277130C2781238097 @default.
- W1522277130 hasConceptScore W1522277130C31972630 @default.
- W1522277130 hasConceptScore W1522277130C41008148 @default.
- W1522277130 hasConceptScore W1522277130C44870925 @default.
- W1522277130 hasConceptScore W1522277130C49937458 @default.
- W1522277130 hasConceptScore W1522277130C51167844 @default.
- W1522277130 hasConceptScore W1522277130C58103923 @default.
- W1522277130 hasConceptScore W1522277130C61224824 @default.
- W1522277130 hasConceptScore W1522277130C61326573 @default.
- W1522277130 hasConceptScore W1522277130C62520636 @default.
- W1522277130 hasConceptScore W1522277130C65965080 @default.
- W1522277130 hasConceptScore W1522277130C97686452 @default.
- W1522277130 hasLocation W15222771301 @default.
- W1522277130 hasOpenAccess W1522277130 @default.
- W1522277130 hasPrimaryLocation W15222771301 @default.
- W1522277130 hasRelatedWork W1522277130 @default.
- W1522277130 hasRelatedWork W1541825479 @default.
- W1522277130 hasRelatedWork W1562793155 @default.
- W1522277130 hasRelatedWork W1574409659 @default.
- W1522277130 hasRelatedWork W1820551162 @default.
- W1522277130 hasRelatedWork W1972015969 @default.
- W1522277130 hasRelatedWork W2048083981 @default.
- W1522277130 hasRelatedWork W2121864739 @default.