A depth map refinement algorithm for 2D-to-3D conversion

摘要

For showing 2D video contents on 3DTVs, 2D-to-3D conversion is required to convert 2D contents to 3D ones. In general, the conversion process consists of depth map generation, which estimates the 3D geometry of the scene, and rendering, which produces output stereo images. We propose a depth map refinement algorithm which uses adaptive decimation and guided interpolation to refine the depth map. The proposed approach eliminates unnecessary textures and keeps object boundaries on the depth map. In the refined depth map, the transition of depth values within an object is smooth, the object boundaries on the depth map are aligned to those on the input image, and the foreground can be clearly separated from the background. These characteristics on the depth map help to achieve better 3D visual perception. Compared to the state-of-the-art approaches, the blurriness and object boundary alignment are easier to be adjusted by the proposed two-stage operations, and the computational complexity of the proposed algorithm is much lower.