Photorealistic scene reconstruction by voxel coloring

A novel scene reconstruction technique is presented, different from previous approaches in its ability to cope with large changes in visibility and its modeling of intrinsic scene color and texture information. The method avoids image correspondence problems by working in a discretized scene space w...

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Bibliographic Details
Published inProceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp. 1067 - 1073
Main Authors Seitz, S.M., Dyer, C.R.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1997
Subjects
Application software
Cameras
Computer vision
Image reconstruction
Image resolution
Layout
Pixel
Shape
Stereo image processing
World Wide Web
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ISBN9780818678226
0818678224
ISSN1063-6919
1063-6919
DOI10.1109/CVPR.1997.609462

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Summary:A novel scene reconstruction technique is presented, different from previous approaches in its ability to cope with large changes in visibility and its modeling of intrinsic scene color and texture information. The method avoids image correspondence problems by working in a discretized scene space whose voxels are traversed in a fixed visibility ordering. This strategy takes full account of occlusions and allows the input cameras to be far apart and widely distributed about the environment. The algorithm identifies a special set of invariant voxels which together form a spatial and photometric reconstruction of the scene, fully consistent with the input images. The approach is evaluated with images from both inward- and outward-facing cameras.
ISBN:9780818678226
0818678224
ISSN:1063-6919
1063-6919
DOI:10.1109/CVPR.1997.609462