基于多维深度线索的视频2D转3D系统设计
Based on the Multi-dimensional Depth Cues Video 2D to 3D Design
本文提出了一种基于多维深度线索的视频2D转3D系统设计方案。该方案通过融合运动线索、透视线索和纹理线索来获取最终深度信息,采用虚拟视点合成算法合成右眼图像并对空洞图像进行修复进而呈现3D效果。其中,运动线索依据物体是否运动把场景中的物体分为两类即前景和背景,深度信息非明即暗;透视线索找到图像中的灭点或灭线,进而生成梯度平滑变化的深度信息;纹理线索把彩色图像转换成灰度图像,生成图像的亮度信息;通过给三个不同维度的深度信息不同权重来生成最终深度信息,并对深度信息进行平滑滤波。多维深度线索融合的方法生成的深度信息更加符合人眼的立体视觉感知系统,其算法复杂度较低,同时算法对不同类型的2D场景信息都能取得较好深度信息。实验结果表明,与其它仅考虑单一维度线索深度信息的系统相比,基于多维深度线索的视频2D转3D系统呈现3D效果在广泛适应性和播放流畅性方面都有较好的表现,实时性较好。
his paper presents a multi-dimensional depth cues based video 2D to 3D system design. The program leads through the integration movement, perspective cues and clues to get the final texture depth information, the use of virtual viewpoint image synthesis algorithm synthesis and empty eye fix and then render 3D effects. Among them, the campaign trail in accordance with the movement of the object is divided into two categories namely objects in the scene background and foreground, dark-depth information that is non-Ming; perspective clues to find the images off-line or off-point, thereby generating a smooth gradient of varying depth information; texture leads to a color image into a grayscale image, generating a luminance information image; different weights to generate the final depth information to the depth information in three different dimensions, and depth information smoothing filter. Multidimensional depth information depth cues fusion method is more consistent with the generated stereoscopic perception system of the human eye, its low computational complexity, while the algorithm for different types of 2D scene information can achieve better depth information. Experimental results show that compared with other systems consider only a single dimension of depth information compared to the multi-dimensional depth cues based video 2D to 3D system presents a wide range of 3D effects in terms of adaptability and smooth playback has better performance, better real-time .
魏芳、桑坤
电子技术应用
多维深度线索2D转3D虚拟视点合成空洞修复
multi-dimensional depth cues2D to 3Dvirtual viewpoint image synthesisHole repair
魏芳,桑坤.基于多维深度线索的视频2D转3D系统设计[EB/OL].(2014-12-22)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201412-631.点此复制
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