Matches in SemOpenAlex for { <https://semopenalex.org/work/W5143923> ?p ?o ?g. }
- W5143923 abstract "In this report, we detail a novel approach to recover 3D hand pose from 2D images. To this end, we introduce a compact 3D hand model in a low dimension space where anatomy, kinematics and dynamics are implicitly inherited. The parameters of this model are recovered through a Bayesian inference approach. To this end, we propose an objective function which aims at separating the hand-skin characteristics within the 2D hand silhouette from the cluttered background. To address computational issues a polygonal approximation of the silhouette is considered and the differentiations from the 3D model to the 2D silhouette projection are carried out. Optimization of the cost function is done through a smart particle filtering approach which combines classical particle filters and local search. We further develop this concept towards reducing the number of hypotheses to be tested while retaining its performance through the use of a constrained variable metric gradient descent step. Very promising experimental results demonstrate the potentials of our approach." @default.
- W5143923 created "2016-06-24" @default.
- W5143923 creator A5004669209 @default.
- W5143923 creator A5077223134 @default.
- W5143923 date "2005-01-01" @default.
- W5143923 modified "2023-09-27" @default.
- W5143923 title "Hand Poste Estimation with Constrained Multi-hypotheses Gradient-Descent" @default.
- W5143923 cites W1533614607 @default.
- W5143923 cites W1635989058 @default.
- W5143923 cites W1846980027 @default.
- W5143923 cites W1972158270 @default.
- W5143923 cites W1977534285 @default.
- W5143923 cites W1998145727 @default.
- W5143923 cites W2010810556 @default.
- W5143923 cites W2043952582 @default.
- W5143923 cites W2047568295 @default.
- W5143923 cites W2073988075 @default.
- W5143923 cites W2100905386 @default.
- W5143923 cites W2102625004 @default.
- W5143923 cites W2123605381 @default.
- W5143923 cites W2125489247 @default.
- W5143923 cites W2125850087 @default.
- W5143923 cites W2128010288 @default.
- W5143923 cites W2134574424 @default.
- W5143923 cites W2138672819 @default.
- W5143923 cites W2140354772 @default.
- W5143923 cites W2140684550 @default.
- W5143923 cites W2149430595 @default.
- W5143923 cites W2157528819 @default.
- W5143923 cites W2162254475 @default.
- W5143923 cites W2164466702 @default.
- W5143923 cites W2299759586 @default.
- W5143923 cites W3150630032 @default.
- W5143923 hasPublicationYear "2005" @default.
- W5143923 type Work @default.
- W5143923 sameAs 5143923 @default.
- W5143923 citedByCount "0" @default.
- W5143923 crossrefType "journal-article" @default.
- W5143923 hasAuthorship W5143923A5004669209 @default.
- W5143923 hasAuthorship W5143923A5077223134 @default.
- W5143923 hasConcept C106131492 @default.
- W5143923 hasConcept C11413529 @default.
- W5143923 hasConcept C153180895 @default.
- W5143923 hasConcept C153258448 @default.
- W5143923 hasConcept C154945302 @default.
- W5143923 hasConcept C162324750 @default.
- W5143923 hasConcept C176217482 @default.
- W5143923 hasConcept C202444582 @default.
- W5143923 hasConcept C21547014 @default.
- W5143923 hasConcept C2776214188 @default.
- W5143923 hasConcept C31972630 @default.
- W5143923 hasConcept C33676613 @default.
- W5143923 hasConcept C33923547 @default.
- W5143923 hasConcept C41008148 @default.
- W5143923 hasConcept C50644808 @default.
- W5143923 hasConcept C52421305 @default.
- W5143923 hasConcept C57493831 @default.
- W5143923 hasConcept C58103923 @default.
- W5143923 hasConceptScore W5143923C106131492 @default.
- W5143923 hasConceptScore W5143923C11413529 @default.
- W5143923 hasConceptScore W5143923C153180895 @default.
- W5143923 hasConceptScore W5143923C153258448 @default.
- W5143923 hasConceptScore W5143923C154945302 @default.
- W5143923 hasConceptScore W5143923C162324750 @default.
- W5143923 hasConceptScore W5143923C176217482 @default.
- W5143923 hasConceptScore W5143923C202444582 @default.
- W5143923 hasConceptScore W5143923C21547014 @default.
- W5143923 hasConceptScore W5143923C2776214188 @default.
- W5143923 hasConceptScore W5143923C31972630 @default.
- W5143923 hasConceptScore W5143923C33676613 @default.
- W5143923 hasConceptScore W5143923C33923547 @default.
- W5143923 hasConceptScore W5143923C41008148 @default.
- W5143923 hasConceptScore W5143923C50644808 @default.
- W5143923 hasConceptScore W5143923C52421305 @default.
- W5143923 hasConceptScore W5143923C57493831 @default.
- W5143923 hasConceptScore W5143923C58103923 @default.
- W5143923 hasLocation W51439231 @default.
- W5143923 hasOpenAccess W5143923 @default.
- W5143923 hasPrimaryLocation W51439231 @default.
- W5143923 hasRelatedWork W192958575 @default.
- W5143923 hasRelatedWork W1968994649 @default.
- W5143923 hasRelatedWork W2020608997 @default.
- W5143923 hasRelatedWork W2047939101 @default.
- W5143923 hasRelatedWork W2545506142 @default.
- W5143923 hasRelatedWork W2594865736 @default.
- W5143923 hasRelatedWork W2838828138 @default.
- W5143923 hasRelatedWork W2902604810 @default.
- W5143923 hasRelatedWork W2920798090 @default.
- W5143923 hasRelatedWork W2921493009 @default.
- W5143923 hasRelatedWork W2950467202 @default.
- W5143923 hasRelatedWork W2955152283 @default.
- W5143923 hasRelatedWork W2963649956 @default.
- W5143923 hasRelatedWork W2966294393 @default.
- W5143923 hasRelatedWork W3011567985 @default.
- W5143923 hasRelatedWork W3105627363 @default.
- W5143923 hasRelatedWork W3118479852 @default.
- W5143923 hasRelatedWork W3156266014 @default.
- W5143923 hasRelatedWork W3206748273 @default.
- W5143923 hasRelatedWork W3206976204 @default.
- W5143923 isParatext "false" @default.