Research Article

A Line-Based Adaptive-Weight Matching Algorithm Using Loopy Belief Propagation

Table 3

Quantitative evaluation results for Middlebury benchmark.

AlgorithmTsukubaVenusTeddyCones
NonoccAllDiscNonoccAllDiscNonoccAllDiscNonoccAllDisc

AdaptingBP1.11221.3795.79240.1040.2171.4484.22177.061511.8182.48227.92287.3227
CoopRegion [14]0.8751.1624.6140.1150.2151.54145.16308.312013.0252.79397.18148.0147
Our algorithm0.8981.59234.7890.1150.36241.49114.33189.933211.2172.81418.46457.8540
RDP [15]0.97111.39115.00110.21390.38291.89244.84229.943312.6222.53257.69207.3828
MultiRBF [16]1.33471.56206.02320.13110.1721.84215.09286.36813.4292.90486.7687.1024