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Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction [article]

Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer
2020 arXiv   pre-print
; (2) everyday objects often exhibit global reflective symmetries which can be accurately predicted from single views; (3) opposite orthographic views of a 3D shape share consistent silhouettes.  ...  , we predict the back facing depth and normal maps using as input the front maps and, when available, the symmetric reflections of these maps; and finally, we reconstruct a 3D mesh from the union of these  ...  Conclusion We presented a novel single view 3D reconstruction method anchored around prediction of back view maps from front view information and demonstrated it to improve on the state of the art.  ... 
arXiv:1912.10589v2 fatcat:hj3tgodgqvd5dbaqmkhrodgppq

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction

Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer
2020 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  
; (2) everyday objects often exhibit global reflective symmetries which can be accurately predicted from single views; (3) opposite orthographic views of a 3D shape share consistent silhouettes.  ...  , we predict the back facing depth and normal maps using as input the front maps and, when available, the symmetric reflections of these maps; and finally, we reconstruct a 3D mesh from the union of these  ...  Acknowledgments The authors wish to thank the reviewers for their insightful suggestions and NSERC for funding support.  ... 
doi:10.1109/cvpr42600.2020.00061 dblp:conf/cvpr/YaoSRRSS20 fatcat:fplggotxrrfhdivh5qboq2h4ny