Implementation of a Novel Watershed Algorithm

机译：一种新颖的分水岭算法的实现

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Previous research about automatic vision systems applied to fruit imaging segmentation fails. Watershed transformation is a powerful morphological tool for image segmentation. However, the performance of segmentation methods based on watershed depends largely on gradient of the image. It's not perfect to segment object with single-scale gradient. In this paper we present a multi-scale algorithm for computing morphological gradient images, after this transformation, there exists a strict causality between gradient watershed under different scales of geodesic reconstruction. The results demonstrate the superior performance of the watershed segmentation over the conventional techniques.

机译：先前有关将自动视觉系统应用于水果成像分割的研究失败了。分水岭变换是用于图像分割的强大形态学工具。然而，基于分水岭的分割方法的性能很大程度上取决于图像的梯度。用单比例渐变分割对象不是完美的。在本文中，我们提出了一种用于计算形态梯度图像的多尺度算法，经过这种转换，在不同尺度的大地测量重建之间，梯度分水岭之间存在严格的因果关系。结果证明了分水岭分割优于常规技术的性能。

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来源
《IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications vol.2; 20050808-12; Beijing(CN)》|2005年|P.1150-1153|共4页
会议地点 Beijing(CN)
作者
Zhu hao; Liu wenyao; Wang jintao;
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作者单位

College of Precision Instrument and Opto-electronic Eng, Tianjin Univ (Key Laboratory of Opto-electronic Information Technical Science, EMC), Tianjin 300072;

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会议组织
原文格式 PDF
正文语种 eng
中图分类无线通信;
关键词
watershed segmentation; multi-scale gradient operator; structuring element; machine vision; catchment basin; geodesic distance; geodesic influence zone; SKIZ; dilation; construction cell;

机译：分水岭分割；多尺度梯度算子；结构元素；机器视觉；集水盆地；大地距离；大地影响区； SKIZ；膨胀；构造单元;

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1. An Overview of Watershed Algorithm Implementations in Open Source Libraries [J] . Anton S. Kornilov, Ilia V. Safonov Journal of Imaging . 2018,第10期

机译：开源库中分水岭算法实现概述
2. An implementation of a watershed algorithm based on connected components on FPGA [J] . Dang BA KHAC TRIEU, Tsutomu MARUYAMA 電子情報通信学会技術研究報告. リコンフィギャラブルシステム. Reconfigurable Systems . 2008,第48期

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3. An implementation of a watershed algorithm based on connected components on FPGA [J] . Dang BA KHAC TRIEU, Tsutomu MARUYAMA 電子情報通信学会技術研究報告 . 2008,第48期

机译：FPGA上基于连接组件的分水岭算法的实现
4. An efficient implementation of Fuzzy C-Means and watershed algorithms for MRI segmentation [C] . Farnaz Hoseini, Asadollah Shahbahrami International Symposium on Telecommunications . 2016

机译：MRI分割的模糊C均值和分水岭算法的有效实现
5. Study on DSP algorithm implementation techniques and memory access reduction for DSP algorithm implementation on Digital Signal Processor. [D] . Liu, Xiangyang. 2010

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Implementation of a Novel Watershed Algorithm

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