基于自适应方形窗口大小的低复杂度立体匹配算法

Der-Wei Yang, Li-Chia Chu, Chun-Wei Chen, Jia-Ming Gan, Jonas Wang, Ming-Der Shieh
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引用次数: 2

摘要

本文提出了一种高效的立体匹配算法的硬件实现。在我们的处理方案中提出了一种低复杂度的局部窗口大小决策规则。根据局部内容的特点,选择合适的窗口大小。该方法的匹配计算量几乎与传统的固定窗口大小方法一样低。提出了一种由统一窗口尺寸处理单元组成的高效硬件体系结构。实验结果表明,该设计具有计算成本低、硬件可实现流程好等特点,比相关的固定窗口大小方法获得了更好的质量。
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Low complexity stereo matching algorithm using adaptive sized square window
This paper presents an efficient stereo matching algorithm for hardware implementation. A low-complexity local window size decision rule is proposed in our processing scheme. The proper window size is adopted according to the local content characteristic. The matching computation cost is almost as low as the conventional fixed window size method. An efficient hardware architecture comprises unified window size processing elements is also developed. Experimental results reveal that the proposed design can achieve better quality than the related fixed window size method with the properties of low computation cost and hardware realizable flow.
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