Title :
3D reconstruction from a single family camera
Author :
Yehu Shen ; Peng Peng ; Wei Gao
Author_Institution :
Suzhou Inst. of Nano-tech & Nano-bionics, Suzhou, China
Abstract :
Traditional 3D models are often built around specialized hardware, such as laser range finders and stereo rigs, which are expensive and complex to manipulate. In this paper, a method that achieves 3D reconstruction just using one consumer grade family camera is proposed. First, two images of the same scene from different viewing positions are captured without any strict constraints; Second, extrinsic parameters of the camera are estimated and refined; Then, image rectification is achieved to align epipolar lines of both images with scan lines; Finally, 3D model reconstruction is completed with the disparity map and the geometry of cameras. The proposed method is convenient even for amateurs and can produce vivid 3D models in a variety of different environments.
Keywords :
cameras; image reconstruction; solid modelling; 3D model reconstruction; camera extrinsic parameter; camera geometry; consumer grade family camera; disparity map; image reconstruction; image rectification; Digital cameras; Image reconstruction; Sensors; Solid modeling; Stereo vision; Three dimensional displays;
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-1743-6
DOI :
10.1109/ICACI.2012.6463131