西安邮电大学通信与信息工程学院 2. 电子信息勘验应用技术公安部重点实验室
纸质出版:2022
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陈斌斌, 范九伦, 雷博, 等. 基于SLIC超像素粒化的粗糙熵图像分割算法[J]. 传感器与微系统, 2022,(2):105-107.
基于SLIC超像素粒化的粗糙熵图像分割算法[J]. 2022, (2): 105-107.
陈斌斌, 范九伦, 雷博, 等. 基于SLIC超像素粒化的粗糙熵图像分割算法[J]. 传感器与微系统, 2022,(2):105-107. DOI: 10.13873/J.1000-9787(2022)02-0105-03.
基于SLIC超像素粒化的粗糙熵图像分割算法[J]. 2022, (2): 105-107. DOI: 10.13873/J.1000-9787(2022)02-0105-03.
粒化是粗糙熵阈值化算法的重要步骤
针对图像预处理的粒化方式不同
采用一种基于简单线性迭代聚类(SLIC)超像素的粒化方式。利用SLIC超像素算法的亮度相似性和空间相邻性将像素分为信息粒
在该粒度下构造了图像目标和背景的上下近似集及其粗糙不确定度。在此研究基础上
设计了粗糙熵阈值化分割算法。实验定性和定量地比较了本文算法与现有算法的分割结果
验证了本文算法的有效性。
粒化是粗糙熵阈值化算法的重要步骤
针对图像预处理的粒化方式不同
采用一种基于简单线性迭代聚类(SLIC)超像素的粒化方式。利用SLIC超像素算法的亮度相似性和空间相邻性将像素分为信息粒
在该粒度下构造了图像目标和背景的上下近似集及其粗糙不确定度。在此研究基础上
设计了粗糙熵阈值化分割算法。实验定性和定量地比较了本文算法与现有算法的分割结果
验证了本文算法的有效性。
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