四川理工学院学报:自然科学版
四川理工學院學報:自然科學版
사천리공학원학보:자연과학판
Journal of Sichuan University of Science & Engineering:Natural Science Editton
2012年
4期
59-63
,共5页
安素珍%王茂芝%张涛%崔会丽
安素珍%王茂芝%張濤%崔會麗
안소진%왕무지%장도%최회려
形态梯度%形态重构%标记分水岭算法
形態梯度%形態重構%標記分水嶺算法
형태제도%형태중구%표기분수령산법
morphologyical gradient%morphologyical reconstruction%mark watershed algorithm
传统分水岭算法通常对梯度图像做无标记分割,其结果是容易造成过度分割。为了克服过分剖的缺陷,进而应用于复杂的高光谱遥感图像分割,结合形态学预处理方法,在对图像实施平滑处理的同时,利用形态学开闭重构技术对梯度图像进行重建,在此基础上对高光谱遥感梯度重建图像进行标记分水岭分割。实验证明,这种处理技术对高光谱遥感图像的分割效果良好,能够满足高光谱遥感图像分类与信息提取的需要。
傳統分水嶺算法通常對梯度圖像做無標記分割,其結果是容易造成過度分割。為瞭剋服過分剖的缺陷,進而應用于複雜的高光譜遙感圖像分割,結閤形態學預處理方法,在對圖像實施平滑處理的同時,利用形態學開閉重構技術對梯度圖像進行重建,在此基礎上對高光譜遙感梯度重建圖像進行標記分水嶺分割。實驗證明,這種處理技術對高光譜遙感圖像的分割效果良好,能夠滿足高光譜遙感圖像分類與信息提取的需要。
전통분수령산법통상대제도도상주무표기분할,기결과시용역조성과도분할。위료극복과분부적결함,진이응용우복잡적고광보요감도상분할,결합형태학예처리방법,재대도상실시평활처리적동시,이용형태학개폐중구기술대제도도상진행중건,재차기출상대고광보요감제도중건도상진행표기분수령분할。실험증명,저충처리기술대고광보요감도상적분할효과량호,능구만족고광보요감도상분류여신식제취적수요。
Gradient images are usually implemented by traditional watershed algorithm with no-signal segmentation, which can easily cause over-segmentation. To overcome the defects and apply watershed algorithm to the complex hyperspec- tral remote sensing image segmentation, it combines with morphological preprocessing method in the text. An image is smooth processed, its gradient image is reconstructed by open and close reconstruction technology of morphology at the same time. Based on that typerspectral remote sensing gradient and reconstruction images are segmented by marked watershed algorthm. It is proved by the experiment that this processing technology has a good effect on the segmentation of the hyperspectral remote sensing images, and can satisfy the classification and information extraction needs of hyperspectral remote sensing images.