Adaptive contour representation based on morphological segmentation

Gi-Seok Kim, Young-sik Park, Kun-Woen Song, Yeong-Ho Ha
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Abstract

The contour coding in the segmentation-based coding usually occupies the biggest part in the encoded bitstream. In this paper, contour segments are adaptively encoded by considering neighbor regions. Encoded bitrate is reduced without loss of the subjective image quality. After morphological segmentation of the image using the watershed algorithm, the contour segments are classified according to the contrast of the adjacent regions. Then, the contour segments with low contrast are highly compressed with various simplification such as polygonal approximation and morphological low pass filtering. Experimental results show outstanding performance for the very low bitrate video coding.
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基于形态分割的自适应轮廓表示
在基于分割的编码中,轮廓编码通常占据编码码流的最大部分。本文通过考虑相邻区域,对轮廓段进行自适应编码。编码比特率降低而不损失主观图像质量。利用分水岭算法对图像进行形态分割后,根据相邻区域的对比度对轮廓段进行分类。然后,采用多边形逼近和形态低通滤波等多种简化方法对低对比度轮廓段进行高度压缩;实验结果表明,该方法具有很好的低比特率视频编码性能。
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