Matches in SemOpenAlex for { <https://semopenalex.org/work/W2109954964> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2109954964 abstract "Our objective is to learn representations for the shape and the appearance of moving (dynamic) objects that supports tasks such as synthesis, pose recovery, reconstruction and tracking. In this paper we introduce a framework that aim to learn a landmark-free correspondence-free global representations of dynamic appearance manifolds. We use nonlinear dimensionality reduction to achieve an embedding of the global deformation manifold that preserves the geometric structure of the manifold. Given such embedding, a nonlinear mapping is learned from the embedding space into the visual input space. Therefore, any visual input is represented by a linear combination of nonlinear bases functions centered along the manifold in the embedding space. We also show how approximate solution for the inverse mapping can be obtained in a closed form which facilitate recovery of the intrinsic body configuration. We use the framework to learn the gait manifold as an example of a dynamic shape manifold, as well as to learn the manifolds for some simple gestures and facial expressions as examples of dynamic appearance manifolds." @default.
- W2109954964 created "2016-06-24" @default.
- W2109954964 creator A5039640321 @default.
- W2109954964 date "2005-04-01" @default.
- W2109954964 modified "2023-09-24" @default.
- W2109954964 title "Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance" @default.
- W2109954964 cites W107615784 @default.
- W2109954964 cites W1506778248 @default.
- W2109954964 cites W1516773592 @default.
- W2109954964 cites W1592803066 @default.
- W2109954964 cites W1636936512 @default.
- W2109954964 cites W1761337995 @default.
- W2109954964 cites W1956379508 @default.
- W2109954964 cites W2038952578 @default.
- W2109954964 cites W2053186076 @default.
- W2109954964 cites W2058213180 @default.
- W2109954964 cites W2070320140 @default.
- W2109954964 cites W2098479385 @default.
- W2109954964 cites W2099947851 @default.
- W2109954964 cites W2113055885 @default.
- W2109954964 cites W2117834610 @default.
- W2109954964 cites W2121647436 @default.
- W2109954964 cites W2123977795 @default.
- W2109954964 cites W2134331998 @default.
- W2109954964 cites W2138451337 @default.
- W2109954964 cites W2143956139 @default.
- W2109954964 cites W2148694408 @default.
- W2109954964 cites W2152386463 @default.
- W2109954964 cites W2159174312 @default.
- W2109954964 cites W2164021670 @default.
- W2109954964 cites W2170653751 @default.
- W2109954964 cites W2294392286 @default.
- W2109954964 doi "https://doi.org/10.1109/cvpr.2004.407" @default.
- W2109954964 hasPublicationYear "2005" @default.
- W2109954964 type Work @default.
- W2109954964 sameAs 2109954964 @default.
- W2109954964 citedByCount "5" @default.
- W2109954964 crossrefType "proceedings-article" @default.
- W2109954964 hasAuthorship W2109954964A5039640321 @default.
- W2109954964 hasConcept C114614502 @default.
- W2109954964 hasConcept C121332964 @default.
- W2109954964 hasConcept C127413603 @default.
- W2109954964 hasConcept C151876577 @default.
- W2109954964 hasConcept C154945302 @default.
- W2109954964 hasConcept C158622935 @default.
- W2109954964 hasConcept C184720557 @default.
- W2109954964 hasConcept C31972630 @default.
- W2109954964 hasConcept C33923547 @default.
- W2109954964 hasConcept C41008148 @default.
- W2109954964 hasConcept C41608201 @default.
- W2109954964 hasConcept C529865628 @default.
- W2109954964 hasConcept C62520636 @default.
- W2109954964 hasConcept C70518039 @default.
- W2109954964 hasConcept C78519656 @default.
- W2109954964 hasConceptScore W2109954964C114614502 @default.
- W2109954964 hasConceptScore W2109954964C121332964 @default.
- W2109954964 hasConceptScore W2109954964C127413603 @default.
- W2109954964 hasConceptScore W2109954964C151876577 @default.
- W2109954964 hasConceptScore W2109954964C154945302 @default.
- W2109954964 hasConceptScore W2109954964C158622935 @default.
- W2109954964 hasConceptScore W2109954964C184720557 @default.
- W2109954964 hasConceptScore W2109954964C31972630 @default.
- W2109954964 hasConceptScore W2109954964C33923547 @default.
- W2109954964 hasConceptScore W2109954964C41008148 @default.
- W2109954964 hasConceptScore W2109954964C41608201 @default.
- W2109954964 hasConceptScore W2109954964C529865628 @default.
- W2109954964 hasConceptScore W2109954964C62520636 @default.
- W2109954964 hasConceptScore W2109954964C70518039 @default.
- W2109954964 hasConceptScore W2109954964C78519656 @default.
- W2109954964 hasLocation W21099549641 @default.
- W2109954964 hasOpenAccess W2109954964 @default.
- W2109954964 hasPrimaryLocation W21099549641 @default.
- W2109954964 hasRelatedWork W125036514 @default.
- W2109954964 hasRelatedWork W1493719805 @default.
- W2109954964 hasRelatedWork W1524037846 @default.
- W2109954964 hasRelatedWork W1756275731 @default.
- W2109954964 hasRelatedWork W1857303733 @default.
- W2109954964 hasRelatedWork W1966061914 @default.
- W2109954964 hasRelatedWork W2021873527 @default.
- W2109954964 hasRelatedWork W2026164926 @default.
- W2109954964 hasRelatedWork W2047836041 @default.
- W2109954964 hasRelatedWork W2068376131 @default.
- W2109954964 hasRelatedWork W2092050166 @default.
- W2109954964 hasRelatedWork W2103636892 @default.
- W2109954964 hasRelatedWork W2128071099 @default.
- W2109954964 hasRelatedWork W2129326734 @default.
- W2109954964 hasRelatedWork W2134331998 @default.
- W2109954964 hasRelatedWork W2138435310 @default.
- W2109954964 hasRelatedWork W2142055572 @default.
- W2109954964 hasRelatedWork W2149825548 @default.
- W2109954964 hasRelatedWork W2168848697 @default.
- W2109954964 hasRelatedWork W2294392286 @default.
- W2109954964 isParatext "false" @default.
- W2109954964 isRetracted "false" @default.
- W2109954964 magId "2109954964" @default.
- W2109954964 workType "article" @default.