Title :
3D human reconstruction from multi-image
Author :
Yang, Chengze ; Cheng, Zhiquan
Author_Institution :
Sch. of Comput. Sci., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
In this paper, a method for 3D human model and skeleton reconstruction from multi-image was proposed. Firstly , the silhouettes of different views in the image space were projected back to a 3D plane and we could calculate the intersectional silhouettes from all those back-projections, then the corresponding points between two neighboring parallel planes were matched ,so the mesh of 3D human model were reconstructed . Finally, the feature points on each image were matched with the joints in the generic skeleton model, then we got the rays starting from the camera´s position and through the feature points in the image space. The problem of the joint reconstruction could be solved by finding a point whose sum of distance to the rays was the minimum. The experimental results show that this method is accurate and easy to implement.
Keywords :
image matching; image reconstruction; image thinning; solid modelling; 3D human model; 3D human reconstruction; back-projections; generic skeleton model; intersectional silhouettes; neighboring parallel planes; skeleton reconstruction; Humans; Image reconstruction; Joints; Surface reconstruction; Three dimensional displays; 3D human reconstruction; intersectional silhouette; skeleton reconstruction; visual hull;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6001814