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Enhanced three-dimensional discrete cosine transform based compression method for integral images by adaptive three-dimensional block construction

机译:基于自适应三维块构造的增强型基于三维离散余弦变换的积分图像压缩方法

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摘要

In this paper, we propose an efficient compression method for integral images based on three-dimensional discrete cosine transform (3D-DCT). Even though the existing 3D-DCT based techniques are efficient, they may not be optimized to the characteristics of integral images, such as applying a fixed size block construction and a fixed scanning in placing 2D blocks to construct a 3D block. Therefore, we propose a variable size block construction and a scanning method adaptive to characteristics of integral images, which are realized by adaptive 3D block modes. Experimental results show that the proposed method gives significant improvement in coding efficiency. In particular, at the high bit rates, the proposed method is more improved, since overhead bits for signaling of the 3D block modes take a smaller part of the total bits.
机译:在本文中,我们提出了一种基于三维离散余弦变换(3D-DCT)的有效的积分图像压缩方法。即使现有的基于3D-DCT的技术是有效的,也可能无法针对积分图像的特性进行优化,例如在放置2D块以构造3D块时应用固定大小的块构造和固定的扫描。因此,我们提出了一种通过自适应3D块模式实现的,可变大小的块构造和一种适应于积分图像特征的扫描方法。实验结果表明,该方法在编码效率上有明显的提高。特别地,在高比特率下,由于用于3D块模式的信令的开销比特占总比特的较小部分,因此所提出的方法被进一步改进。

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