Modelling and Interpretation of Architecture from Several Images

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Fully expanded posteriorOverviewParametersFormal ProblemFormulationPosterior - 1Posterior - 2Fully expandedposterior⊲Prior EvaluationrjMCMCModel AcquisitionAlgorithmResultsThe probability for the texture of the wall and the shape ofits primitives are independent to each other, thus theequation for the fully expanded posterior is:P(Mθ|DI) ∝ [P(D|MθI)P(θ P |θ G MI)[ nW∏P(θT i |θLθ i Pθ i G MI)] P(θT i |θLθ i Pθ i G MI)i=1]P(θ i S |θi L θi P θ GMI)P(θ i L |θi P θ GMI)Each of the factors has an interpretation, see paper.13 / 35
OverviewParametersFormal ProblemFormulation⊲ Prior EvaluationLikelihoodEvaluationWall Plane PriorEvaluationShape PriorEvaluationTexture PriorEvaluationPrior EvaluationrjMCMCModel AcquisitionAlgorithmResults14 / 35
Page 1 and 2: GoBack
Page 3 and 4: ⊲ OverviewProblem StatementAlgori
Page 5 and 6: Algorithm OverviewOverviewProblem S
Page 7 and 8: Overview⊲ ParametersWall PlaneVol
Page 9 and 10: Volumetric Shape PrimitivesOverview
Page 11 and 12: OverviewParameters⊲Formal Problem
Page 13: Posterior - 2OverviewParametersForm
Page 17 and 18: Wall Plane Prior EvaluationOverview
Page 19 and 20: Texture Prior EvaluationOverviewPar
Page 21 and 22: Scoring functionOverviewParametersF
Page 23 and 24: List of JumpsOverviewParametersForm
Page 25 and 26: Detailed Algorithm OverviewOverview
Page 27 and 28: Optimising Wall PlanesOverviewParam
Page 29 and 30: Primitive LikelihoodsOverviewParame
Page 31 and 32: MAP ModelOverviewParametersFormal P
Page 33 and 34: Comparison to ground truthOverviewP
Page 35 and 36: AmbiguitiesOverviewParametersFormal

Modelling and Interpretation of Architecture from Several Images

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