Visual Correspondence Using Energy Minimization and Mutual Information
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Image inpainting by patch propagation using patch sparsity
IEEE Transactions on Image Processing
| Hi-index | 0.00 |
We propose a virtual view synthesis method based on depth image-based rendering (DIBR) to realize wide multi-view 3D displays. The proposed multi-view rendering method focuses on reducing the repetitive hole restoration process and generating spatiotemporally consistent multi-views. First, we determine a single view reference layer (SVRL) and set the maximum hole area in this SVRL to cover the maximum hole occurrence in the synthesized views. The hole in the SVRL is also restored by referencing the non-hole region of the current SVRL and the accumulated background data of the previous frame. If the newly uncovered background region exists in the restored SVRL, we continuously accumulate the background region and use it to restore the hole of the next SVRL to achieve temporal consistency of the synthesized views. Finally, the restored hole in the SVRL is propagated to the hole in each synthesized view, thereby preserving the spatial consistency of the synthesized views because the hole region in each synthesized view is restored by using the common SVRL. The experimental results showed that the proposed method generates spatiotemporally consistent multi-view images and decreases the complexity of the hole restoration process by reducing the number of repetitive hole restoration process.