Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering》 2006-23
Add to Favorite Get Latest Update

Multi-scale Image Segmentation of Remote Sensing Image Based on Watershed Transformation

CHEN Zhong,ZHAO Zhongmin(Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101)  
Watershed transformation is a powerful morphological tool for image segmentation,which can automatically generate a series of closed segmentation regions.However,the watershed transformation might give rise to over-segmentation.In order to overcome the inherent drawback of watershed algorithm-over-segmentation,a kind of non-linear filter algorithm and a modified fast region merging algorithm are proposed to improve initial segmentation result obtained by the watershed transformation.According to the all kinds of characteristic explored from the high resolution remote sensing image,the modified fast region merging is implemented combined with multi-characteristic.Experimental results show the proposed algorithm not only can obtain the good segmentation result by making good use of the characteristics explored from the high resolution image,but also the processing time are drastically reduced.
【Fund】: 国家“863”计划基金资助项目(2003AA135010)
【CateGory Index】: TP751
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 Ling Caijin;Zeng Ting;Zhang Chao;Hei Xiali;College of Electronic Information Engineering,Heyuan Polytechnic;College of Engineering,Delaware State University;;An Image Segmentation Based on Improved Watershed[J];计算机测量与控制;2016-06
2 WANG Shao-hua;ZHAO Tian-zhong;WANG Xin;MO Ke;Beijing Forestry University;;Extraction of Tree-crown Information from High Spatial Resolution Remotely Sensed Imagery Based on Homomorphic Filtering[J];遥感信息;2015-03
3 DONG Dan-dan;ZHOU Shao-guang;FAN Li;SUN Jin-yan;Department of Surveying and Mapping Engineering,Hohai University;;Research of Remote Sensing Image Segmentation Based on Watershed and Alpha Expansion[J];科学技术与工程;2015-10
4 Zhang Ning;Zhang Xiaoli;Ye Li;College of Forestry,Beijing Forestry University;;Tree Crown Extraction Based on Segmentation of High-resolution Remote Sensing Image Improved Peak-climbing Algorithm[J];农业机械学报;2014-12
5 SUI Ke-lin,ZHANG Xiao-dong(Tianjin Institute of Surveying and Mapping,Tianjin 300381,China);Application of Remote Sensing in Illegal Construction Investigation[J];测绘与空间地理信息;2013-03
6 LI Bo-ren,PAN Mao,DU Shi-hong(The Key Laboratory of Orogenic Belts and Crustal Evolution,Ministry of Education,School of Earth and Space Sciences,Peking University,Beijing 100871,China);A Marker-Based Watershed Segmentation for High Resolution Remote Sensing Image[J];地理与地理信息科学;2012-05
7 YE Run-qing1,NIU Rui-qing1,ZHANG Liang-pei21.Institute of Geophysics and Geomatics,China University of Geosciences,Wuhan 430074,China2.State Key Laboratory of Information Engineering in Survey,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;Mineral Features Extraction and Analysis Based on Multiresolution Segmentation of Petrographic Images[J];吉林大学学报(地球科学版);2011-04
8 WU Jian,PENG Dao-li*The Key Laboratory for Silviculture and Conservation of Ministry of Education, Beijing Forestry University,Beijing 100083,China;Tree-Crown Information Extraction of Farmland Returned to Forests Using QuickBird Image Based on Object-Oriented Approach[J];光谱学与光谱分析;2010-09
9 LAI Zulong,SHEN Shaohong,CHENG Xinwen,ZHANG Jie;Change Detection of High-resolution Remote Sensing Image Based on Map Spot[J];测绘通报;2009-08
10 XU Zhi-jie,WANG Lai-sheng,YANG Li-ming College of Science,China Agricultural University,Beijing 100083,China;Image segmentation using watershed and FCM clustering algorithm incorporating spatial information[J];计算机工程与应用;2008-11
China Proceedings of conference Full-text Database 1 Hits
1 SHEN Jing YANG Xue-zhi Computer and Information Faculty, Hefei University of Technology, Hefei ,230009, China;SAR Sea Ice Image Segmentation Based on Edge-preserving Watersheds[A];[C];2007
【Citations】
Chinese Journal Full-text Database 3 Hits
1 ZHAO Chen-guang, SONG Li-wei, ZHUANG Tian-ge (Dept. of Biomedical Eng., Shanghai Jiaotong Univ., Shanghai 200030, China);A Hierarchical Image Segmentation Algorithm Using Dissimilarity Between Neighboring Watershed Regions[J];上海交通大学学报;2004-09
2 GONG JianDepartment of Biomedical Engineering, First Military Medical University, Guangzhou 510515, China;Hierarchical image segmentation based on watershed filtering and fuzzy cluster[J];第一军医大学学报;2004-03
3 Luo Ling Xie Mei Chen Shan (Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 610054);Watershed Segmentation Based on Multi-Scale Morphological Filtering[J];计算机辅助设计与图形学学报;2004-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Yingli;Liu Liying;Li Sisi;Harbin University of Science and Technology;;OSAHS Image Edge Detection Algorithm Based on Top-hat Operator[J];计算机测量与控制;2016-02
2 MENG Shao-bo;XI Xiao-qiang;School of Science,Xi'an University of Posts and Telecommunications;Institute of Internet of Things and IT - based Industrialization,Xi'an University of Posts and Telecommunications;;Improved Algorithm of Watershed Image Segmentation with Wavelet Transform[J];计算机技术与发展;2016-03
3 Zhang Haitao;Li Yanan;School of Software,Liaoning Technical University;;Watershed algorithm with threshold mark for color image segmentation[J];中国图象图形学报;2015-12
4 Li Wenning;Zhang Aiwu;Wang Shumin;Hu Shaoxing;Zhang Xiao;Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University;Engineering Research Center of Spatial Information Technology , Ministry of Education, Capital Normal University;Institute of Earthquake Science,China Earthquake Administration;College of Mechanical Engineering and Automation, Beihang University;;Hierarchical Classification Method for Terrestrial Laser Point Clouds[J];计算机辅助设计与图形学学报;2015-08
5 Zhu Xiaolin;Chen Man;Li Xueyan;Zhu Yuanzhu;School of Mathematics,Hefei University of Technology;;A Color Image Edge Detection Model with Morphological Amoebas and Two Kinds of Color Spaces[J];计算机辅助设计与图形学学报;2014-07
6 Wu Yan;Collage of Computer and Information,Xinjiang Agricultural University;;Research on Segmentation Method for Walnut Leaf Images Based on Watershed Algorithm[J];科技通报;2014-03
7 Zhu Chengzhang;Xiang Yao;Zou Beiji;Gao Xu;Liang Yixiong;Bi Jia;School of Information Science and Engineering,Central South University,Mobile Health Ministry of Education-China Mobile Joint Laboratory;;Retinal Vessel Segmentation in Fundus Images Using CART and AdaBoost[J];计算机辅助设计与图形学学报;2014-03
8 ZHANG Bo;HE Binbin;School of Resources and Environment,University of Electronic Science and Technology of China;;Multi-scale Segmentation of High-resolution Remote Sensing Image Based on Improved Watershed Transformation[J];地球信息科学学报;2014-01
9 Fu Yao Wang Xinjie Sun Yujun Wang Jin(The Key Laboratory for Silviculture and Forest Conservation of Ministry of Education, Beijing Forestry University,Beijing 100083,China);A Study of Tree Crown Information Extraction Method[J];世界林业研究;2013-04
10 Li Ke Liu Zhong Li Chonglun Zhang Guodong(College of Electronic Engineering,Naval University of Engineering,Wuhan 430033,China);Segmenting watershed sonar image by marker and fuzzy clustering[J];华中科技大学学报(自然科学版);2013-06
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhao Yafeng;Ren Hong'e;Northeast Forest University;;Genetic Algorithm and Homomorphic Filter in Image Processing of Log Surface[J];东北林业大学学报;2014-02
2 CAI Cai;LI Peijun;GUO Jiancong;Institute of Remote Sensing and Geographic Information System,Peking University;Zhong Chao Great Wall Financial Equipment Holding Co.,Ltd;;Segmentation of High Resolution Imagery over Urban Area Using Watershed Transformation and Stratified Region Merging[J];北京大学学报(自然科学版);2014-02
3 Fu Yao Wang Xinjie Sun Yujun Wang Jin(The Key Laboratory for Silviculture and Forest Conservation of Ministry of Education, Beijing Forestry University,Beijing 100083,China);A Study of Tree Crown Information Extraction Method[J];世界林业研究;2013-04
4 Zhu Jinxia1 Wang Ke2 (1.Institute of Economic and Social Development,Zhejiang University of Finance and Economics,Hangzhou 310018,China 2.Institute of Remote Sensing and Information System Application,Zhejiang University,Hangzhou 310029,China);Object-oriented Change Detection Method Using Very High Spatial Resolution Imagery[J];农业机械学报;2013-04
5 LI Hai-bin1,DU Yi-fu2,LIU Bin1(1.College of Electrical Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;2.College of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China);Image segmentation method based on graph cut and watershed transformation[J];燕山大学学报;2013-02
6 Guo Xiaoyu1 Sun Yujun1 Wang Yifu1 Lin Jingyuan2(1.The Key Laboratory for Silviculture and Conservation of Ministry of Education,Beijing Forestry University,Beijing 100083,China 2.College of Landscape Architecture,Fujian Agriculture and Forestry University,Fuzhou 350002,China);Improved Artificial Neural Network for Determination of Plant Leaf Area[J];农业机械学报;2013-02
7 LIU Yi,JIA Xu-fen,TIAN Zi-jian(State Key Laboratory of Coal Resource and Safe Mining,China University of Mining and Technology(Beijing),Beijing 100083,China);A processing method for underground image of uneven illumination based on homomorphic filtering theory[J];工矿自动化;2013-01
8 LI Bo-ren,PAN Mao,DU Shi-hong(The Key Laboratory of Orogenic Belts and Crustal Evolution,Ministry of Education,School of Earth and Space Sciences,Peking University,Beijing 100871,China);A Marker-Based Watershed Segmentation for High Resolution Remote Sensing Image[J];地理与地理信息科学;2012-05
9 YANG Ji-long,WANG Qing-xin,HU Feng-fa(Department of Computer,School of Communication Engineering and Automatics,Kunming Polytechnical University,Kunming 650500,P.R.China);Based on Watershed Transform and Fuzzy C Means Clustering Algorithm for Color Image Segmentation[J];科学技术与工程;2011-18
10 WU Zhaocong1 HU Zhongwen1 OUYANG Qundong1 (1 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);A Regional Adaptive Segmentation Algorithm for Remote Sensing Image[J];武汉大学学报(信息科学版);2011-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WANG Xiaopan;;Research on Urban Illegal Construction Investigation Using Remote Sensing[J];地理空间信息;2016-06
2 LI Liang;;Change Detection Method of Land Use Vector Map and Remote Sensing Imageries Based on Chi-square Distribution[J];地理空间信息;2016-04
3 Zhang Liyun;Zhao Tianzhong;Xia Chaozong;Shi Jingjing;Zeng Qingwei;Beijing Forestry University;Academy of Forest Inventory and Planning,State Forestry Administration;Twenty First Century Aerospace Technology Co.Ltd.;;Application of Change Detection Technologies of Remote Sensing to Forestry[J];世界林业研究;2016-02
4 SU Mulan;LIU Zhaochen;DAI Wenyuan;GUO Qiang;JIANG Huawei;School of Geographical Sciences,Fujian Normal University;;LUCC Features of Jinjiang City in Situ Urbanization and Its Ecological Security Evaluation[J];海南师范大学学报(自然科学版);2016-01
5 LIU Ming-qin;LI Xin-ju;YANG Yong-hua;College of Resources and Environment,Shandong Agricultural University;Linyi Tobacco Co.Ltd.;;Estimation of the Intercropped Tobacco Area in Mountainous Area Based on ZY-3 Remote Sensing Images[J];安徽农业科学;2016-03
6 Zhang Weizheng;Dong Shouyin;Wang Guofei;Qiu Zhengjun;Wu Xiang;He Yong;School of Biosystems Engineering and Food Science,Zhejiang University;The Second Surveying and Mapping Institute of Zhejiang Province;Tianjin Star GIS Engineering Co.,Ltd.;;Measurement of Trees Crown Projection Area and Volume Based on Airborne Li DAR Data[J];农业机械学报;2016-01
7 HU Xue-mei;JIA Zhen-hong;QIN Xi-zhong;YANG Jie;Nikola Kasabov;College of Information Science and Engineering,Xinjiang University;Institute of Image Processing and Pattern Recognition,Shanghai Jiao Tong University;Knowledge Engineering and Discovery Research Institute,Auckland University of Technology;;Remote sensing image change detection based on multi-scale segmentation and fusion[J];计算机工程与设计;2015-09
8 WANG Shao-hua;ZHAO Tian-zhong;WANG Xin;MO Ke;Beijing Forestry University;;Extraction of Tree-crown Information from High Spatial Resolution Remotely Sensed Imagery Based on Homomorphic Filtering[J];遥感信息;2015-03
9 GU Liuwan;WANG Dong;WU Jian;WANG Shuaishuai;Geography Information and Tourism College,Chuzhou University;Anhui Center for Collaborative Innovation in Geographical Information Integration and Application;;A Study on Identification Method of Stand Type in Farmland Returning to Woodland Based on QuickBird Image[J];水土保持通报;2015-03
10 Zhou Yanfei;Zhang Huifang;Li Xia;Yang Fan;Ding Chengfeng;College of Pratacultural and Environmental Science,Xinjiang Agricultural University;Xinjiang Academy of Forestry Science;;Extraction of Tree-crown of Populus Euphratica and Tamarix Ramosissimabased on High Resolution Remote Sensing Data[J];遥感技术与应用;2015-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved