Matches in SemOpenAlex for { <https://semopenalex.org/work/W3025650045> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W3025650045 abstract "This paper addresses the problem of correspondence selection in stereo vision using the mutual information (MI) measure. MI is an information theoretic topic that has recently seen a prolific expansion in the computer vision and medical imaging field. Two main issues are considered in this paper. Firstly, a new stereo matching algorithm is presented that uses a histogram-based formulation of mutual information. It also incorporates adaptive window sizes based on the amount of information contained in the candidate and template windows. Secondly, we present a discussion on some recent work on developing a parametric framework for MI stereo matching. This involves estimating parameters of the underlying probability density functions and then solving for the entropy of the estimated densities to compute the MI measure. The form used for the density functions are the generalised Laplace distribution and a Gaussian mixture model. Entropy calculations are then discussed using analytic methods and also a numerical Gauss-Hermite quadrature technique. Experimental results for the histogram-based stereo matching technique indicate that the mutual information measure shows significant promise due to its robustness in overcoming the effects of radiometric distortion. Preliminary results are also shown for the parametric method." @default.
- W3025650045 created "2020-05-21" @default.
- W3025650045 creator A5009559963 @default.
- W3025650045 creator A5009750573 @default.
- W3025650045 creator A5034095159 @default.
- W3025650045 date "2001-11-01" @default.
- W3025650045 modified "2023-09-24" @default.
- W3025650045 title "Stereo vision correspondence selection using mutual information and the development of a parametric framework" @default.
- W3025650045 hasPublicationYear "2001" @default.
- W3025650045 type Work @default.
- W3025650045 sameAs 3025650045 @default.
- W3025650045 citedByCount "0" @default.
- W3025650045 crossrefType "journal-article" @default.
- W3025650045 hasAuthorship W3025650045A5009559963 @default.
- W3025650045 hasAuthorship W3025650045A5009750573 @default.
- W3025650045 hasAuthorship W3025650045A5034095159 @default.
- W3025650045 hasConcept C105795698 @default.
- W3025650045 hasConcept C106301342 @default.
- W3025650045 hasConcept C106752470 @default.
- W3025650045 hasConcept C11413529 @default.
- W3025650045 hasConcept C115961682 @default.
- W3025650045 hasConcept C117251300 @default.
- W3025650045 hasConcept C121332964 @default.
- W3025650045 hasConcept C152139883 @default.
- W3025650045 hasConcept C153180895 @default.
- W3025650045 hasConcept C154945302 @default.
- W3025650045 hasConcept C163716315 @default.
- W3025650045 hasConcept C171752962 @default.
- W3025650045 hasConcept C31972630 @default.
- W3025650045 hasConcept C33923547 @default.
- W3025650045 hasConcept C41008148 @default.
- W3025650045 hasConcept C52622258 @default.
- W3025650045 hasConcept C53533937 @default.
- W3025650045 hasConcept C62520636 @default.
- W3025650045 hasConcept C9679016 @default.
- W3025650045 hasConceptScore W3025650045C105795698 @default.
- W3025650045 hasConceptScore W3025650045C106301342 @default.
- W3025650045 hasConceptScore W3025650045C106752470 @default.
- W3025650045 hasConceptScore W3025650045C11413529 @default.
- W3025650045 hasConceptScore W3025650045C115961682 @default.
- W3025650045 hasConceptScore W3025650045C117251300 @default.
- W3025650045 hasConceptScore W3025650045C121332964 @default.
- W3025650045 hasConceptScore W3025650045C152139883 @default.
- W3025650045 hasConceptScore W3025650045C153180895 @default.
- W3025650045 hasConceptScore W3025650045C154945302 @default.
- W3025650045 hasConceptScore W3025650045C163716315 @default.
- W3025650045 hasConceptScore W3025650045C171752962 @default.
- W3025650045 hasConceptScore W3025650045C31972630 @default.
- W3025650045 hasConceptScore W3025650045C33923547 @default.
- W3025650045 hasConceptScore W3025650045C41008148 @default.
- W3025650045 hasConceptScore W3025650045C52622258 @default.
- W3025650045 hasConceptScore W3025650045C53533937 @default.
- W3025650045 hasConceptScore W3025650045C62520636 @default.
- W3025650045 hasConceptScore W3025650045C9679016 @default.
- W3025650045 hasLocation W30256500451 @default.
- W3025650045 hasOpenAccess W3025650045 @default.
- W3025650045 hasPrimaryLocation W30256500451 @default.
- W3025650045 hasRelatedWork W1503715950 @default.
- W3025650045 hasRelatedWork W1544787945 @default.
- W3025650045 hasRelatedWork W1560949536 @default.
- W3025650045 hasRelatedWork W1603838299 @default.
- W3025650045 hasRelatedWork W179482395 @default.
- W3025650045 hasRelatedWork W185795965 @default.
- W3025650045 hasRelatedWork W2022008519 @default.
- W3025650045 hasRelatedWork W2040908311 @default.
- W3025650045 hasRelatedWork W2048147571 @default.
- W3025650045 hasRelatedWork W2060998695 @default.
- W3025650045 hasRelatedWork W2073908646 @default.
- W3025650045 hasRelatedWork W2092558694 @default.
- W3025650045 hasRelatedWork W2163669932 @default.
- W3025650045 hasRelatedWork W2169909720 @default.
- W3025650045 hasRelatedWork W2331701846 @default.
- W3025650045 hasRelatedWork W2512854393 @default.
- W3025650045 hasRelatedWork W2745462462 @default.
- W3025650045 hasRelatedWork W2754718148 @default.
- W3025650045 hasRelatedWork W2940101640 @default.
- W3025650045 hasRelatedWork W63705962 @default.
- W3025650045 isParatext "false" @default.
- W3025650045 isRetracted "false" @default.
- W3025650045 magId "3025650045" @default.
- W3025650045 workType "article" @default.