分水岭算法
- 网络Watershed;watershed algorithm
-
本文首先采用分水岭算法对SPOT遥感图像进行分割,在每个分割区域内再进行阈值分割。
First , the paper uses the watershed algorithm to segment SPOT remote sensing image .
-
借助阈值分割和K均值聚类分割引出标记分水岭算法的分割技术。
The paper put forward the segmentation technology of mark watershed algorithm by using threshold segmentation and k-means clustering image segmentation .
-
分水岭算法和基于MRF的层次聚类相结合的混合无监督图像分割算法
Combined unsupervised image segmentation using watershed and hierarchical clustering with MRF
-
由于腹腔CT图像不仅仅包含肝脏器官,还有腹腔的其他器官,因此本文采用改进的分水岭算法对腹腔CT进行分割,把肝脏提取出来进行研究。
Because abdominal CT images includes not only the liver organ , as well as other abdominal organs , this article uses the watershed algorithm to segment the liver from the abdominal CT to study .
-
通过对图像分割方法进行学习比较并根据CTA图像特点,选择分水岭算法进行去骨分割。
According to the character of CTA images , watershed algorithm was chosen for the CTA bone removal through the depth study of image segmentation method .
-
该算法利用分水岭算法对图像先进行粗分割,再使用改进的LaplacianSVM算法对过分割区域进行分类,从而减少了图像分割的时间。
To speed up the algorithm , the proposed method firstly uses the watershed algorithm to do image segmentation , and then applies the improved Laplacian SVM algorithm to classify over-segmentation regions .
-
基于分水岭算法的MELK图像分割
Segmentation of MELK images based on watershed algorithm
-
首先,基于1D-GVF和分水岭算法分割舌图像,得到初步的区域分割结果。
Firstly , we get the initial segmentation of the tongue image by combining the 1D-GVF and watershed .
-
在预分割过程中,采用基于Lab三维颜色直方图的分水岭算法对颜色空间进行聚类,然后利用基于最高置信度优先算法的马尔可夫随机场模型得到最终的结果,从而避免过高的计算复杂度。
In the first step , the watershed algorithm is applied on 3-D Lab color histogram . The Highest Confidence First ( HCF ) algorithm for Markov random fields is taken as the second step to refine the raw result to get continuous regions with relatively low computational load .
-
然后运用基于改进的分水岭算法对原始彩色图像进行预分割,从而把原始彩色图像数据分成一些具有彩色一致性的子集;最后对这些子集的中心进行K-MEANS聚类。
Then use the watershed of the algorithm based on gradient of the original color images for the pre segmentation , and take the original color image data into some color consistency with the subset ; The last of these subsets of center for K-MEANS clustering .
-
介绍了图像数字化原理的基本概念,以及图像预处理的两个基本过程:图像滤波和图像分割,其中采用高斯滤波优化算法进行图像滤波,采用分水岭算法和OTSU优化算法进行图像分割。
Introduces the basic concept of image digitization and the two process of image pre-processing : image filtering and image segmentation , using the Gaussian filter optimization algorithm for image filtering , the watershed algorithm and the OTSU optimization algorithm for image segmentation .
-
在此基础上针对VCH-F1图像的特征,提出了基于改进分水岭算法和Canny边缘检测算子的分割方法,分割胸部切片数据的肝脏、胸腔和心脏血液区域。
Aiming at the characteristic of VCH-F1 image , the segmentation method based on the improvement watershed algorithm and Canny operator are used for gaining the liver , the chest cavity and the heart blood region .
-
本文研究了贴壁细胞图像的分割方法,针对贴壁细胞图像的特点,研究制定了分水岭算法,实现了对贴壁细胞的分割。
The segmentation methods of the wall-pasted cells image are studied .
-
改进的分水岭算法在设备内壁图像分割中的应用
Application of Improved Watershed Algorithm in Image of Device Wall Segmentation
-
基于区域增长和改进分水岭算法的胃腺癌细胞图像分割
Cell Image Segmentation of Gastric Cancer Based on Region-Growing and Watersheds
-
分水岭算法分割显微图像中重叠细胞
Application of Watershed Algorithm for Segmenting Overlapping Cells in Microscopic Image
-
基于形态学开闭运算和梯度优化的分水岭算法的目标检测方法
Object detection method based on morphological opening-and-closing operation and gradient optimization
-
在基于区域的图像分割部分,对分水岭算法进行了分析。
In the part of region segmentation , watershed algorithm is analyzed .
-
基于形态滤波和分水岭算法的硅片缺陷提取
Silicon Defect Extraction Based on Morphological Filter and Watershed Algorithm
-
基于梯度重建与形态学分水岭算法的图像分割
Image Segmentation Based on Gradient Reconstruction and Morphological Watershed Algorithm
-
基于直方图势函数做标记和纹理特征合并的分水岭算法
A Target Segmentation Algorithm Based on the Potential Function and Texture Merging
-
提出了一种改进的形态学分水岭算法。
A method of modified morphological watershed transform is proposed .
-
文中提出一种相对势能分水岭算法。
A watersheds algorithm of relative potential energy is presented in this paper .
-
基于改进分水岭算法的硅片缺陷提取方法
Silicon Defect Extraction Method Based on Improved Watershed Algorithm
-
最后再次使用多尺度分水岭算法完成运动物体模型的更新。
Finally , multi-scale watershed transform was reused to update the object model .
-
分水岭算法在重叠细胞图象分割中的应用
The Application of Watershed in Segmentation of Overlapping Cells
-
分水岭算法在胃上皮内肿瘤图像分割中的应用
Application of Watershed Algorithm on Stomach Epidermis Tumor Segmentation
-
此外,还避免了在固定规模的分水岭算法中的重复分割的问题。
Furthermore , it can avoid re-segmentation problem in the fixed-scale watershed arithmetic .
-
基于改进分水岭算法的立体视频对象分割
Stereoscopic video object segmentation based on improved watershed algorithm
-
一种改进的基于分水岭算法的粘连分割研究
Improved research for overlapping segmentation based on watershed algorithm