Integration of range images in a multi-view stereo system

A novel method for integrating multiple range images in a multi-view stereo imaging system is presented here. Due to self-occlusion an individual range image provides only a partial model of an object surface. Therefore multiple range images from differing viewpoints must be captured and merged to extend the surface area that can be captured. In our approach range images are decomposed into subset patches and then evaluated in a "confidence competition". Redundant patches are removed whilst winning patches are merged to complete a single plausible mesh that represents the acquired object surface.

[1]  Xiangyang Ju,et al.  A high resolution stereo imaging system , 2003 .

[2]  Linda G. Shapiro,et al.  Robust meshes from multiple range maps , 1997, Proceedings. International Conference on Recent Advances in 3-D Digital Imaging and Modeling (Cat. No.97TB100134).

[3]  Marc Levoy,et al.  Zippered polygon meshes from range images , 1994, SIGGRAPH.

[4]  Adrian Hilton,et al.  Reliable Surface Reconstructiuon from Multiple Range Images , 1996, ECCV.

[5]  Takeo Kanade,et al.  Virtual worlds using computer vision , 1998, Proceedings 1998 IEEE and ATR Workshop on Computer Vision for Virtual Reality Based Human Communications.

[6]  Stan Sclaroff,et al.  Stochastic mesh-based multiview reconstruction , 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.

[7]  Yoshihiro Kawai,et al.  Reconstruction of 3D objects by integration of multiple range data , 1992, [1992] Proceedings. 11th IAPR International Conference on Pattern Recognition.

[8]  Marc Levoy,et al.  A volumetric method for building complex models from range images , 1996, SIGGRAPH.

[9]  Richard Pito,et al.  Mesh integration based on co-measurements , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[10]  Adrian Hilton,et al.  Implicit Surface-Based Geometric Fusion , 1998, Comput. Vis. Image Underst..

[11]  C. Dyer Volumetric Scene Reconstruction from Multiple Views , 2001 .

[12]  Long Quan,et al.  Surface reconstruction by integrating 3D and 2D data of multiple views , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[13]  Manuel Menezes de Oliveira Neto,et al.  Improved Scene Reconstruction from Range Images , 2002, Comput. Graph. Forum.

[14]  Tony DeRose,et al.  Surface reconstruction from unorganized points , 1992, SIGGRAPH.

[15]  Martin Rutishauser,et al.  Merging range images of arbitrarily shaped objects , 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[16]  Adrian Hilton,et al.  Model-based multiple view reconstruction of people , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[17]  Denis Laurendeau,et al.  A General Surface Approach to the Integration of a Set of Range Views , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[18]  Pascal Fua,et al.  Articulated Soft Objects for Multiview Shape and Motion Capture , 2003, IEEE Trans. Pattern Anal. Mach. Intell..