Improved watershed algorithm for resolving the oversegmentation problem in video segmentation

被引：0

作者：

Kim, SG ^{[1
]}

Jeoune, DS ^{[1
]}

Park, JH ^{[1
]}

Chang, CS ^{[1
]}

Yoon, YW ^{[1
]}

机构：

[1] Hyundai High Sch Informat & Sci, Dept Comp Sci, Dong Gu, Ulsan 682010, South Korea

来源：

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II | 2001年

关键词：

oversegmentation problem; watershed algorithm; video segmentation;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we propose the improved watershed algorithm that resolves the oversegmentation problem shown in the previous watershed algorithm and its modifications. The principal idea of the proposed algorithm is merging the shallow catchment basin whose depth is less than a given threshold into the deeper one during flooding step. In the flooding process, the growth of the existing catchment basins and the extraction of newly flooded ones are accomplished as a consequence, the proposed algorithm shows good segmentation results by adding very small amount of calculations.

引用

页码：253 / 259

页数：7

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