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My ICIP 2006 Schedule
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Paper Detail
| Paper: | TP-P9.9 |
| Session: | Stereoscopic and 3-D Processing |
| Time: | Tuesday, October 10, 14:20 - 17:00 |
| Presentation: |
Poster |
| Topic: |
Stereoscopic and 3-D Processing: 3D modeling & synthesis |
| Title: |
VISUAL HULL EMBOSSMENT BY GRAPH CUTS |
| Authors: |
Xin Liu; Harbin Institute of Technology | | | | | Hongxun Yao; Harbin Institute of Technology | | | | | Xilin Chen; Chinese Academy of Sciences | | | | | Wen Gao; Harbin Institute of Technology | | |
| Abstract: |
In this paper, we present a visual hull embossment algorithm which works on the base of a visual hull to reconstruct a precise model from calibrated color images. The algorithm uses the geometry of the visual hull to compute voxel normals and visibilities. Then a photometric consistency field (PCF) is computed, which describes the photometric consistency score of every voxel. The visual hull is refined in a view dependent fashion. For each view, we compute a view dependent PCF (VDPCF) by resampling the PCF and then find an optimal depth image in VDPCF with graph cut based energy minimization, which takes into consideration data, smoothness and adjustment terms simultaneously. The depth images are used for carving voxels. Our algorithm can produce precise models with a moderate speed. |
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