LIU Yebin, DAI Qionghai, XU Wenli. Graph-Cuts Fusion of Distance Fidelity Mapsfor Volumetric Multi-view Stereo[J]. Chinese Journal of Electronics, 2009, 18(3): 449-454.
Citation: LIU Yebin, DAI Qionghai, XU Wenli. Graph-Cuts Fusion of Distance Fidelity Mapsfor Volumetric Multi-view Stereo[J]. Chinese Journal of Electronics, 2009, 18(3): 449-454.

Graph-Cuts Fusion of Distance Fidelity Mapsfor Volumetric Multi-view Stereo

  • Received Date: 2008-03-01
  • Rev Recd Date: 2008-07-01
  • Publish Date: 2009-08-25
  • This paper presents a new graph-cuts based volumetricreconstruction technique for multi-view stereo. To refrain from theballoon constraint term widely used in 3D reconstruction approaches, wepropose the using of a more sophisticated and high performance map,namely the distance fidelity map, for graph-cuts optimization. Theapproach first seeks to compute the optimal Distance fidelity map (DFM)of each view using photo-consistency, feature constraint, silhouetteconstraint and smoothness constraint. Occlusion robust and featurerobust mechanism are also considered during this process. After this,according to our proposed objective function, multiple DFMs are fusedinto a graph-cuts framework to give a watertight surface that bestcapture the surface detail. Results demonstrate the high performancereconstruction quality using only 10 views and its generality toextensive actor structures.
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    通讯作者: 陈斌, bchen63@163.com
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      沈阳化工大学材料科学与工程学院 沈阳 110142

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