基于轮廓分析的MPEG-4目标提取技术

E. Edirisinghe, Jianmin Jiang
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引用次数: 6

摘要

MPEG-4是一种新兴的全球数字多媒体服务标准。该视频标准的核心发展是基于内容的视频数据结构,它构成任意形状的视频对象。数据压缩是根据这些视频对象而不是帧来设计的。因此,探索从视频帧中提取对象的可能方法是MPEG-4开发阶段的一个关键要求。提出了一种基于轮廓线的MPEG-4视频对象提取技术。利用拉普拉斯高斯算子对给定帧进行卷积提取目标轮廓,然后进行边缘检测。轮廓随后被阻塞,最后用基于像素的奇偶校验填充算法填充。包括对“Lena”和“Peppers”图像的几个目标提取的实验结果。
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A contour analysis based technique to extract objects for MPEG-4
MPEG-4 is an emerging global standard for digital multimedia services. The core development of this video standard is a content based video data structure, which constitutes arbitrarily shaped video objects. The data compression is designed in terms of these video objects rather than frames. Thus, it is a key requirement in the development stages of MPEG-4 to explore possible means of object extraction from video frames. We propose a contour based technique to extract video objects for MPEG-4. The object contours are extracted by convolving a given frame with a Laplacian-of-Gaussian operator, followed by an edge detection process. The contours are later blocked and finally filled with the aid of a pixel based, parity check filling algorithm. Experimental results for several object extractions on 'Lena' and 'Peppers' images are included.
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