摘要
提出了一种新型的自适应匹配窗口的方法来解决低纹理图像在立体匹配中容易出现误配的现象。该算法采用8个相同的窗口根据图像的平滑情况往8个方向选择适当的支撑区域,且其非常适合并行处理。然后根据上述步骤得到的结果提出一种自适应的区域生长法对误配和遮挡区域进行后处理。实验结果表明,该方法无论在低纹理区域还是高纹理区域都有较好的实验结果,并且运行时间与传统的固定窗口局部方法相差不大,适合实时处理。
New kind of adaptive multiple windows stereo matching algorithm was presented,which can solve that easily appeared with error matching in textureless image in stereo matching.The algorithm adopts 8 same windows according the smooth situation of images to find appropriate support area by 8 direction,and this method is very suitable for parallel processing.Then presented a kind of adaptive region growing algorithm to solve that the obtained result by the above steps,which leaves something to be desired.Experimental results show that this method is whether in textureless regions or texture regions has greatly improved,and running time close to the traditional local fixed window method,which is suitable for real-time processing.
出处
《计算机科学》
CSCD
北大核心
2012年第B06期519-521,558,共4页
Computer Science
基金
广东省部产学研结合项目(2009B080701077)资助
关键词
立体匹配
低纹理
自适应多窗口
自适应区域生长
并行处理
实时匹配
Stereo matching； Textureless； Adaptive multiple windows； Adaptive region growing； Parallel processing； Real-time matching
作者简介
曾凡志（1985-），男，硕士，主要研究方向为计算机视觉等，E-mail：zengfanzhi512@qq．com,；
鲍苏苏 男，教授，硕士生导师，主要方向为模式识别、医学图像等。
