Methods for Volumetric Reconstruction of Visual Scenes
International Journal of Computer Vision
Privacy protecting data collection in media spaces
Proceedings of the 12th annual ACM international conference on Multimedia
Appearance-Cloning: Photo-Consistent Scene Recovery from Multi-View Images
International Journal of Computer Vision
Multi-view Superpixel Stereo in Urban Environments
International Journal of Computer Vision
Robust and efficient photo-consistency estimation for volumetric 3d reconstruction
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Embedded Voxel Colouring with Adaptive Threshold Selection Using Globally Minimal Surfaces
International Journal of Computer Vision
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Voxel Coloring has become a popular technique for reconstructing a 3D scene from a set of 2D images. While many different variants of this technique exist, all rely on a test to determine if each voxel is projecting to regions of consistent color in all views of that voxel. A number ofcolor consistency tests can be used and the specific choice has a large influence on the quality of the reconstruction. Earlier work has used variance or the L1 norm. We propose a new form of consistency test, based on histograms, that 1) is more robust at reconstructing textured surfaces, 2) deals properly with RGB color information, and 3) does not require fine tuning of parameters.