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A new improved seam carving content aware image resizing method

机译:一种新的改进的接缝雕刻内容感知图像尺寸调整方法

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Image resizing is one of the basic operations for image and video display, transmission, and analysis, etc. Traditional image resizing methods usually utilize an interpolation algorithm to zoom in or zoom out an image, e.g., the nearest neighborhood interpolation, the bilinear interpolation and the cubic interpolation are most widely used ones. The interpolation based methods don't pay attention to the content of an image and so they may make the image be seen unnaturally. The famous seam carving based image resizing method reserves the high energy part of an image during the image resizing process, so it is content aware and has better performance than the interpolation based methods. But drawbacks still exist in the former seam carving based image resizing methods proposed by researchers. In this paper, a new improved seam carving image resizing method is proposed. In the proposed improved method, a new combined energy is utilized which can better describe the content of the image. Optimization methods are also provided to accelerate the algorithms. Experimental results show that the proposed method is effective.
机译:图像调整大小是图像和视频显示,传输和分析等的基本操作之一。传统的图像调整大小方法通常利用插值算法来放大或缩小图像,例如,最近邻域插值,双线性插值和三次插值法是使用最广泛的方法。基于插值的方法不会关注图像的内容,因此可能会使图像看起来不自然。著名的基于接缝雕刻的图像调整大小方法在图像调整大小过程中保留了图像的高能量部分,因此它比基于插值的方法具有内容感知能力和更好的性能。但是,研究人员提出的基于接缝雕刻的图像尺寸调整方法仍然存在缺陷。本文提出了一种新的改进的接缝雕刻图像尺寸调整方法。在提出的改进方法中,利用了一种新的组合能量,该能量可以更好地描述图像的内容。还提供了优化方法来加速算法。实验结果表明,该方法是有效的。

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