A Pre-segmentation Algorithm Based on Morphological Filter Bank and Binary Marker Extraction

Abstract

Abstract: A pre-segmenlation method based on a morphological filter bank and a binary marker extraction is proposed to deal with over-segmentation. The filter bank is composed of eight opening-closing operations and the marker extraction algorithm is performed on the binary watershed result to get initial marked regions. Experimnts on the first frames of several video sequences demonstrate the validity of segmentation.

摘要： 研究了基于形态滤波器组的图像分割预处理算法。首先用形态开闭滤波器组产生分割的参考图像,然后提出一个二值门限确定方法,用二值化方法提取区域初始标记的预处理方法。它已应用于多个视频序列的首帧初始目标分割,实验结果证明了该方法的有效性。

关键词: 形态开闭滤波, 二值化, 标记提取, 分水岭算法

CLC Number:

TP391.41

MA Lihong, ZHANG Yu. A Pre-segmentation Algorithm Based on Morphological Filter Bank and Binary Marker Extraction[J]. , 2003, 29(19): 164-.

马丽红,张宇. 基于形态滤波器组的图像分割预处理算法[J]. , 2003, 29(19): 164-.

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URL: https://www.ecice06.com/EN/Y2003/V29/I19/164

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