Matches in SemOpenAlex for { <https://semopenalex.org/work/W1998088293> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W1998088293 abstract "In this paper, we present a new particle filtering (PF) algorithm for visual target tracking where Galerkin's projection method is used to generate the proposal distribution. Galerkin's method is a numerical approach to approximate the solution of a partial differential equation (PDE). By leveraging this method in concert with L <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> theory and the FFT, we obtain a new proposal which directly approximates the true state posterior distribution and is fundamentally different from various local linearizations or Kalman filter-based proposals. We apply this improved PF algorithm to track a human head in a video sequence. As predicted by theory and demonstrated by our experimental results, this new algorithm is highly effective for tracking targets which exhibit complex kinematics. The new proposal distribution given here captures the high probability area in the state space, thereby gleaning increased support from the true posterior distribution." @default.
- W1998088293 created "2016-06-24" @default.
- W1998088293 creator A5006192037 @default.
- W1998088293 creator A5016165328 @default.
- W1998088293 creator A5051939770 @default.
- W1998088293 creator A5067619507 @default.
- W1998088293 creator A5081712184 @default.
- W1998088293 creator A5086883978 @default.
- W1998088293 date "2006-10-01" @default.
- W1998088293 modified "2023-10-17" @default.
- W1998088293 title "Visual Target Tracking using Improved and Computationally Efficient Particle Filtering" @default.
- W1998088293 cites W1483307070 @default.
- W1998088293 cites W2104232570 @default.
- W1998088293 cites W2108355311 @default.
- W1998088293 cites W2111267365 @default.
- W1998088293 cites W2118741216 @default.
- W1998088293 cites W2150832435 @default.
- W1998088293 cites W2154496665 @default.
- W1998088293 cites W2160337655 @default.
- W1998088293 doi "https://doi.org/10.1109/icip.2006.312722" @default.
- W1998088293 hasPublicationYear "2006" @default.
- W1998088293 type Work @default.
- W1998088293 sameAs 1998088293 @default.
- W1998088293 citedByCount "3" @default.
- W1998088293 crossrefType "proceedings-article" @default.
- W1998088293 hasAuthorship W1998088293A5006192037 @default.
- W1998088293 hasAuthorship W1998088293A5016165328 @default.
- W1998088293 hasAuthorship W1998088293A5051939770 @default.
- W1998088293 hasAuthorship W1998088293A5067619507 @default.
- W1998088293 hasAuthorship W1998088293A5081712184 @default.
- W1998088293 hasAuthorship W1998088293A5086883978 @default.
- W1998088293 hasConcept C105795698 @default.
- W1998088293 hasConcept C107673813 @default.
- W1998088293 hasConcept C110121322 @default.
- W1998088293 hasConcept C11413529 @default.
- W1998088293 hasConcept C121332964 @default.
- W1998088293 hasConcept C134306372 @default.
- W1998088293 hasConcept C135628077 @default.
- W1998088293 hasConcept C154945302 @default.
- W1998088293 hasConcept C157286648 @default.
- W1998088293 hasConcept C15744967 @default.
- W1998088293 hasConcept C186899397 @default.
- W1998088293 hasConcept C19417346 @default.
- W1998088293 hasConcept C2775936607 @default.
- W1998088293 hasConcept C2778112365 @default.
- W1998088293 hasConcept C31972630 @default.
- W1998088293 hasConcept C33923547 @default.
- W1998088293 hasConcept C41008148 @default.
- W1998088293 hasConcept C52421305 @default.
- W1998088293 hasConcept C54355233 @default.
- W1998088293 hasConcept C57493831 @default.
- W1998088293 hasConcept C57830394 @default.
- W1998088293 hasConcept C72434380 @default.
- W1998088293 hasConcept C86803240 @default.
- W1998088293 hasConcept C93779851 @default.
- W1998088293 hasConcept C97355855 @default.
- W1998088293 hasConceptScore W1998088293C105795698 @default.
- W1998088293 hasConceptScore W1998088293C107673813 @default.
- W1998088293 hasConceptScore W1998088293C110121322 @default.
- W1998088293 hasConceptScore W1998088293C11413529 @default.
- W1998088293 hasConceptScore W1998088293C121332964 @default.
- W1998088293 hasConceptScore W1998088293C134306372 @default.
- W1998088293 hasConceptScore W1998088293C135628077 @default.
- W1998088293 hasConceptScore W1998088293C154945302 @default.
- W1998088293 hasConceptScore W1998088293C157286648 @default.
- W1998088293 hasConceptScore W1998088293C15744967 @default.
- W1998088293 hasConceptScore W1998088293C186899397 @default.
- W1998088293 hasConceptScore W1998088293C19417346 @default.
- W1998088293 hasConceptScore W1998088293C2775936607 @default.
- W1998088293 hasConceptScore W1998088293C2778112365 @default.
- W1998088293 hasConceptScore W1998088293C31972630 @default.
- W1998088293 hasConceptScore W1998088293C33923547 @default.
- W1998088293 hasConceptScore W1998088293C41008148 @default.
- W1998088293 hasConceptScore W1998088293C52421305 @default.
- W1998088293 hasConceptScore W1998088293C54355233 @default.
- W1998088293 hasConceptScore W1998088293C57493831 @default.
- W1998088293 hasConceptScore W1998088293C57830394 @default.
- W1998088293 hasConceptScore W1998088293C72434380 @default.
- W1998088293 hasConceptScore W1998088293C86803240 @default.
- W1998088293 hasConceptScore W1998088293C93779851 @default.
- W1998088293 hasConceptScore W1998088293C97355855 @default.
- W1998088293 hasLocation W19980882931 @default.
- W1998088293 hasLocation W19980882932 @default.
- W1998088293 hasOpenAccess W1998088293 @default.
- W1998088293 hasPrimaryLocation W19980882931 @default.
- W1998088293 hasRelatedWork W194055484 @default.
- W1998088293 hasRelatedWork W2011286667 @default.
- W1998088293 hasRelatedWork W2115179210 @default.
- W1998088293 hasRelatedWork W2163445067 @default.
- W1998088293 hasRelatedWork W2183380596 @default.
- W1998088293 hasRelatedWork W2373694669 @default.
- W1998088293 hasRelatedWork W2381452111 @default.
- W1998088293 hasRelatedWork W2535707089 @default.
- W1998088293 hasRelatedWork W2542007731 @default.
- W1998088293 hasRelatedWork W2564167035 @default.
- W1998088293 isParatext "false" @default.
- W1998088293 isRetracted "false" @default.
- W1998088293 magId "1998088293" @default.
- W1998088293 workType "article" @default.