Title :
Multi-resolution space carving using level set methods
Author :
Slabaugh, Gregory G. ; Schafer, Ronald W. ; Hans, Mat C.
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
We present a multi-resolution space carving algorithm that reconstructs a 3D model of a visual scene photographed by a calibrated digital camera placed at multiple viewpoints. Our approach employs a level set framework for reconstructing the scene. Unlike most standard space carving approaches, our level set approach produces a smooth reconstruction composed of manifold surfaces. Our method outputs a polygonal model, instead of a collection of voxels. We texture-map the reconstructed geometry using the photographs, and then render the model to produce photo-realistic new views of the scene.
Keywords :
image reconstruction; image resolution; image texture; rendering (computer graphics); 3D model; level set methods; manifold surfaces; multi-resolution space carving; photo-realistic views; polygonal model; reconstructed geometry; rendering; smooth reconstruction; texture-mapping; visual scene; Digital cameras; Geometry; Hardware; Image reconstruction; Layout; Level set; Shape; Signal processing; Space technology; Surface reconstruction;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1040008