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能量均衡原则下的快速图像尺寸调整算法

Fast Image Resizing Method under Energy Balance Principle

  • 摘要: 为了实现高效的内容感知图像缩放,提出一种能量均衡原则下的快速算法.该算法采用多个低分辨率图像的水平垂直梯度能量的加权和计算像素能量;然后根据列能量自动选取若干较不重要的列,在能量均衡原则下对其宽度进行调整,得到内容感知图像缩放结果.实验结果表明,文中算法速度快,且能够有效地保护图像中的重点内容和主要结构.

     

    Abstract: A fast method under an energy balance principle is proposed in order to achieve efficient content-aware image resizing.It calculates the pixel energy by using the weighted sum of the horizontal and vertical gradient energy in various low-resolution images,then selects some less important columns according to the column energy,adjusts their width based on the principle of energy balance,and gets the content-aware image resizing results.Experimental results show that the proposed method is fast and can protect the key contents and the main structures in the images effectively.

     

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