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《Science of Surveying and Mapping》 2013-05
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A ship detection method with high-resolution remote sensing images

SUN Hao;SUN Xian;WANG Hong-qi;Key Laboratory of Technology in Geo-spatial Information Processing and Application System of Chinese Academy of Sciences/Institute of Electronics;Graduate University of Chinese Academy of Sciences;  
This paper proposed a method for automatic ship targets detection in remote sensing images. The method uses adaptive segmentation algorithm for getting possible ship targets first,and then calculates Histograms of Oriented Gradient(HOG) feature to extract the structural information of ships,followed by supervised learning algorithm to identify the possible ship targets. Multi-scale sliding-window is used to handle targets with different scales. The experimental results proved that this method could have a good precision and robustness with high efficiency.
【CateGory Index】: TP751;P237
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 XIAO Li-ping,CAO Ju,GAO Xiao-ying ( National AeroSpace Intelligence Control Technology Laboratory, Beijing Aerospace Automatic Control Institute, Beijing 100854, China );Detection for ship targets in complicated background of sea and land[J];Opto-Electronic Engineering;2007-06
2 You Xiaojian Xu Shoushi Hou Lei(Department of EEIS,University of Science and Technology of China,Hefei 230027);A New Method for Ship Detection Based on Feature Fusion in Optical Image[J];Computer Engineering and Applications;2005-19
3 CHU Zhaoliang,WANG Qinghua,CHEN Hailin,XU Shoushi(Department of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei 230027);Ship Auto Detection Method Based on Minimum Error Threshold Segmentation[J];Computer Engineering;2007-11
4 TANG Ya-bo,LIU Xiao-jun,XU Shou-shiDepartment of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei Anhui 230026,China);Multilevel adaptive cluttering segmentation method for marine ship in remote sensing image[J];Computer Applications;2005-09
5 TIAN Ming-hui,WAN Shou-hong,YUE Li-hua (Department of Computer Science and Technology,University of Science and Technology of China,Hefei 230027,China);Ship Detection in Remote Sensing Images with Complex Sea Surface Background[J];Journal of Chinese Computer Systems;2008-11
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GAO Hong-qi,SHEN Xue-ju,SHAO Jun,GAN Hou-ji (Staff Room of Optics,Dept of Optoelectronics,Ordnance Engineering College,Shijiazhuang 050003,China);Warship Image's Edge Abstraction Based on Wavelet Transform[J];Ordnance Industry Automation;2009-10
2 ZHAO Ying-hai,WU Xiu-qing,WEN Ling-yun,XU Shou-shi ( Department of Electronics Engineering and Information Science, University of Science and Technology of China, Hefei 230027, China );Ship Target Detection Scheme for Optical Remote Sensing Images[J];Opto-Electronic Engineering;2008-08
3 SHI Peng,ZHUANG Lian-sheng,AO Huan-huan,YU Neng-hai (Department of Electronic Engineering and Information Science,University of Science and Technology of China, Hefei 230027,China);Ship Detection Based on Human Vision Perception[J];Journal of Atmospheric and Environmental Optics;2010-05
4 WEI Xu,TAO Bing-jie WEI Xu,TAO Bing-jie.Feature fusion based on 2DPCA and its application.Computer Engineering and Applications,;Feature fusion based on 2DPCA and its application[J];Computer Engineering and Applications;2008-05
5 CHU Zhaoliang,WANG Qinghua,CHEN Hailin,XU Shoushi(Department of Electronic Engineering and Information Science,University of Science and Technology of China,Hefei 230027);Ship Auto Detection Method Based on Minimum Error Threshold Segmentation[J];Computer Engineering;2007-11
6 QIN Fu-tong1,2,YUE Li-hua1,WAN Shou-hong1(1.Institute of Computer Science and Technology,University of Science and Technology of China,Hefei 230027,China;2.No.63880 Force of PLA,Luoyang 471003,China);Performance Evaluation of Automatic Target Recognition Based on Image Quality Level[J];Computer Engineering;2011-09
7 TANG Mu-en, LIN Ting-qiang, WEN Gong-jian (ATR Key Laboratory, National University of Defense Technology, Changsha 410073, China);Overview of ship detection methods in remote sensing image[J];Application Research of Computers;2011-01
8 WANG Yan-Qing 1 MA Lei 1 TIAN Yuan 1 1. Integrated Information System Center, Institute of Automa- tion, Chinese Academy of Sciences, Beijing 100190;State-of-the-art of Ship Detection and Recognition in Optical Remotely Sensed Imagery[J];Acta Automatica Sinica;2011-09
9 ZHAO Chun-hui,JIN Wen-chao(College of Information and Communication,Harbin Engineering University,Harbin 150001,China);Ship detection algorithm in optical remote-sensing images based on visual attention[J];Journal of Natural Science of Heilongjiang University;2012-06
10 WANG Jinwu,YAO Zhijun,YU Naizhao(No.723 Research Institute,China Shipbuilding Industry Corporation,Yangzhou Jiangsu 225001,China);Saliency detection based on phase spectrum and frequency tuning for sea visual scene[J];Journal of Computer Applications;2013-S1
China Proceedings of conference Full-text Database 1 Hits
1 LI Wen-wu LI Zhi-yong SU Yi(School of Electronic Science and Engineering,National University of Defense Technology,Changsha,Hunan,410073);Gray and Texture Feature Combined Ship Detection[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 (DSP GrouP of National Instruments,USA)Yin Qinye;Ni Zhifang(Institute oflnformation Engineering, Xian Jiaotong University, Xian 710049);Adaptive Oriented Orthogonal Projective Decomposition[J];Acta Electronica Sinica;1997-04
2 Zhang Peng Wang Run-sheng(ATR National Lab, National University of Defense Technology, Changsha 410073, China);An Approach to the Remote Sensing Image Analysis Based on Visual Attention[J];Journal of Electronics and Information Technology;2005-12
3 WEN Pei-zhi , SHI Ze-lin , YU Hai-bin , WU Xiao-jun ( Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China );Wavelet transform-based detection method for small IR target in sea background[J];Opto-electronic Engineering;2004-04
4 SUN Hua-yan1,2,NI Guo-qiang1 (1. College of Information Science and Technology,Beijing Institute of Technology, Beijing 100081,China;2. Department of Opto-Electronic Equipment , Academy of Equipment Command and Technology,Beijing 101416,China);Target detection method in natural texture background[J];Opto-electronic Engineering;2005-11
5 WEI Bo 1) ZHANG Qi Heng 2) LI Zai Ming 1) ( 1) College of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, China; 2) Chengdu Institute of Op;EXTRACTING WEAK TARGET FROM THE OCEAN SCENES[J];JOURNAL OF INFRARED AND MILLIMETER WAVES;2000-05
6 Wang Lijun Yang Yihe Zhao Yigong Xiang Jianyong (Department of Technical Physics,Xidian University,Xian,Shaanxi 710071,China);APPLICATION OF FRACTAL THEORY TO AIR TARGET RECOGNITION[J];JOURNAL OF INFRARED AND MILLIMETER WAVES;1996-04
7 SANG Nong~1, LI Zheng-long~1, ZHANG Tian-xu~2(1. Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074,China; Control, Huazhong University of Science and Technology, Wuhan 430074, China);Applications of human visual attention mechanisms in object detection[J];Infrared and Laser Engineering;2004-01
8 ZHOU Jing, TIAN Jin!wen (State Key Laboratory of Education Ministry for Image Processing and Intelligent Control, Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Tecnology, Wuhan 430074, China );Method of detecting small target in port-sea background[J];Infrared and Laser Engineering;2005-04
9 Xu Jun; Xiang Jianyong; Zhou Xiang ;Yang Yi he (Dept. ofTech. Physics,Xi'an University of Electronic Technology, Xi'an, China, 710071);A TARGET SEGMENTATION ALGORITHM BASED ON FEATURE FIELD[J];INFRARED AND LASER ENGINEERING;1998-02
10 Wang Guoyou Zhang Lei Wang Chen(Institute for Pattern Recognition and Artificial Intelligence,HuazhongUniversity of Science and Technology,Wuhan 430074,China);An algorithm for detecting sea-surface targets with sequential salient feature against complicated scene[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2006-10
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