Scribble based interactive 3D reconstruction via scene co-segmentation

作者: Adarsh Kowdle , Yao-Jen Chang , Dhruv Batra , Tsuhan Chen , None

DOI: 10.1109/ICIP.2011.6116190

关键词:

摘要: In this paper, we present a novel interactive 3D reconstruction algorithm which renders planar of the scene. We consider scenario where user has taken few images scene from multiple poses. The goal is to obtain dense and visually pleasing scene, including non-planar objects. Using simple interactions in form scribbles indicating surfaces develop an idea propagate geometry across views perform co-segmentation all into different objects show that allows us render complete along with volumetric rendering demonstrate effectiveness our on both outdoor indoor scenes ability handle featureless surfaces.

参考文章(23)
Yasutaka Furukawa, Jean Ponce, Accurate, Dense, and Robust Multi-View Stereopsis computer vision and pattern recognition. pp. 1- 8 ,(2007) , 10.1109/CVPR.2007.383246
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
Drew Steedly, Richard Szeliski, Maneesh Agrawala, Marc Pollefeys, Sudipta N. Sinha, Interactive 3D architectural modeling from unordered photo collections ACM Transactions on Graphics. ,vol. 27, pp. 1- 10 ,(2008) , 10.1145/1409060.1409112
Marc Pollefeys, Luc Van Gool, Maarten Vergauwen, Frank Verbiest, Kurt Cornelis, Jan Tops, Reinhard Koch, Visual Modeling with a Hand-Held Camera International Journal of Computer Vision. ,vol. 59, pp. 207- 232 ,(2004) , 10.1023/B:VISI.0000025798.50602.3A
V. Kolmogorov, R. Zabih, What energy functions can be minimized via graph cuts IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 26, pp. 147- 159 ,(2004) , 10.1109/TPAMI.2004.1262177
Y. Boykov, V. Kolmogorov, An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 26, pp. 1124- 1137 ,(2004) , 10.1109/TPAMI.2004.60
Anton van den Hengel, Anthony Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr, VideoTrace ACM SIGGRAPH 2007 papers on - SIGGRAPH '07. ,vol. 26, pp. 86- ,(2007) , 10.1145/1275808.1276485
Lopamudra Mukherjee, Vikas Singh, Charles R. Dyer, Half-integrality based algorithms for cosegmentation of images computer vision and pattern recognition. pp. 2028- 2035 ,(2009) , 10.1109/CVPR.2009.5206652
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
Y. Boykov, O. Veksler, R. Zabih, Fast approximate energy minimization via graph cuts IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 23, pp. 1222- 1239 ,(2001) , 10.1109/34.969114