Research Article

Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation

Table 2

Comparison of mismatch percentage among the proposed algorithm and several representative algorithms.

AlgorithmsTsukubaVenusTeddyConesAverage percent of mismatch
nonocc.alldisc.nonocc.alldisc.nonocc.alldisc.nonocc.alldisc.

SNCC [12]11.312.327.52.353.2315.410.615.228.64.7111.113.213.0
HistAggr2 [10]15.215.716.46.447.0012.511.518.224.47.9013.714.213.6
RTCensus [11]12.914.128.13.674.6317.811.418.627.75.5411.815.914.4
InfoPerm [18]25.726.221.28.649.3415.015.022.129.27.6815.115.117.5
AdaptWeight [9]18.118.818.67.778.4015.817.623.934.014.019.720.618.1
FeatureGC [13]8.228.8613.34.584.7310.114.717.032.511.518.021.013.7
ObjectStereo [15]16.416.816.12.562.677.6919.622.730.316.320.719.716.0
AdaptingBP [16]19.119.317.44.845.087.8412.816.726.37.0213.214.013.6
Proposed9.1210.215.01.041.728.3511.217.026.86.3612.615.111.2

nonocc.: the pixels in the nonoccluded region; disc.: the visible pixels near the discontinuous regions.