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Automatic 3D model reconstruction using voxel coding and pose (2002)
| Content Provider | CiteSeerX |
|---|---|
| Author | Park, Soon-Yong Subbarao, Murali |
| Description | Automatic reconstruction of a complete 3D model of a complex object is presented. The complete 3D model is reconstructed by integrating two 3D models which are reconstructed from different poses of the object. For each pose of the object, a 3D model is reconstructed by combining stereo image analysis, shape from silhouettes, and a volumetric integration technique. Stereo image analysis and shape from silhouettes techniques complement each other to reconstruct an accurate and noise-resistant 3D model. For a reliable volumetric integration of multiple partial shapes, a voxel coding technique is introduced. Voxel coding technique facilitates a selection of consistent partial shapes for shape integration. In order to reconstruct all visible surfaces of a complex object with concavities and holes, two 3D models from different poses of the object are reconstructed and integrated to obtain the complete 3D model. A voxel coding technique is again used during pose integration. Experimental results on a real object demonstrate that our approach has advantages and is effective. 1. |
| File Format | |
| Language | English |
| Publisher Date | 2002-01-01 |
| Publisher Institution | integration, International Conference on Image Processing |
| Access Restriction | Open |
| Subject Keyword | Reliable Volumetric Integration Consistent Partial Shape Real Object Demonstrate Volumetric Integration Technique Silhouette Technique Visible Surface Shape Integration Voxel Coding Technique Automatic Reconstruction Multiple Partial Shape Complex Object Voxel Coding Model Reconstruction Stereo Image Analysis Pose Integration Different Pose Experimental Result |
| Content Type | Text |
| Resource Type | Article |
