Piecewise planar scene reconstruction and optimization for multi-view stereo
作者： Hyojin Kim , Hong Xiao , Nelson Max
DOI: 10.1007/978-3-642-37447-0_15
关键词:
摘要: This paper presents a multi-view stereo algorithm for piecewise planar scene reconstruction and optimization. Our segmentation-based is iterative to minimize our defined energy function, consisting of reconstruction, refinement optimization steps. The first step plane initialization allow each segment have set initial candidates. Then based on non-linear improves the accuracy planes. Finally with segment-adjacency graph leads optimal planes, which chosen among possible candidates by evaluating its relationship adjacent planes in 3D. yields better performance, compared previous algorithms described this paper. results show method suitable outdoor or aerial urban especially wide baselines images textureless regions.
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sci-hub.st 参考文章(15)
Michael Bleyer, Margrit Gelautz, A layered stereo matching algorithm using image segmentation and global visibility constraints Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 59, pp. 128- 150 ,(2005) , 10.1016/J.ISPRSJPRS.2005.02.008
Branislav Mičušík, Jana Košecká, Multi-view Superpixel Stereo in Urban Environments International Journal of Computer Vision. ,vol. 89, pp. 106- 119 ,(2010) , 10.1007/S11263-010-0327-9
D. Comaniciu, P. Meer, Mean shift: a robust approach toward feature space analysis IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 24, pp. 603- 619 ,(2002) , 10.1109/34.1000236
E. Tola, V. Lepetit, P. Fua, DAISY: An Efficient Dense Descriptor Applied to Wide-Baseline Stereo IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 32, pp. 815- 830 ,(2010) , 10.1109/TPAMI.2009.77
Hai Tao, H.S. Sawhney, Global matching criterion and color segmentation based stereo workshop on applications of computer vision. pp. 246- 253 ,(2000) , 10.1109/WACV.2000.895429
David Gallup, Jan-Michael Frahm, Philippos Mordohai, Qingxiong Yang, Marc Pollefeys, Real-Time Plane-Sweeping Stereo with Multiple Sweeping Directions computer vision and pattern recognition. pp. 1- 8 ,(2007) , 10.1109/CVPR.2007.383245
Noah Snavely, Steven M. Seitz, Richard Szeliski, Modeling the World from Internet Photo Collections International Journal of Computer Vision. ,vol. 80, pp. 189- 210 ,(2008) , 10.1007/S11263-007-0107-3
Yasutaka Furukawa, Jean Ponce, Accurate, Dense, and Robust Multiview Stereopsis IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 32, pp. 1362- 1376 ,(2010) , 10.1109/TPAMI.2009.161
Yasutaka Furukawa, Brian Curless, Steven M. Seitz, Richard Szeliski, Manhattan-world stereo computer vision and pattern recognition. pp. 1422- 1429 ,(2009) , 10.1109/CVPR.2009.5206867
Yuichi Taguchi, Bennett Wilburn, C. Lawrence Zitnick, Stereo reconstruction with mixed pixels using adaptive over-segmentation computer vision and pattern recognition. pp. 1- 8 ,(2008) , 10.1109/CVPR.2008.4587691