JIANG Zhiyong, CHEN Xiaoling, QIN Qianqing, CHEN Chuqun. Multi-scale Object Extraction and Segmentation Based on Reconstruction[J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1158-1161.
Citation:
JIANG Zhiyong, CHEN Xiaoling, QIN Qianqing, CHEN Chuqun. Multi-scale Object Extraction and Segmentation Based on Reconstruction[J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1158-1161.
JIANG Zhiyong, CHEN Xiaoling, QIN Qianqing, CHEN Chuqun. Multi-scale Object Extraction and Segmentation Based on Reconstruction[J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1158-1161.
Citation:
JIANG Zhiyong, CHEN Xiaoling, QIN Qianqing, CHEN Chuqun. Multi-scale Object Extraction and Segmentation Based on Reconstruction[J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1158-1161.
1State Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University, 129 Luoyu Road,Wuhan 430079,China;2South China Sea Institute of Oceanography,Chinese Academy of Sciences,164 West Xingang Road, Guangzhou 510301,China
A method of multi-scale object extraction and segmentation based on morphological opening and closing by reconstruction is proposed.Top-Hat and Bottom-Hat transformation based on reconstruction with SE(structure element) nB are applied to image to get all objects which can not put into SE nB.Then objects smaller than(n-1)B are removed by opening reconstruction.So the remain objects can only hold SEs smaller than(n-1)B but not nB in the result image.Segmentation of various scale result images can get different scale object's counters.Reconstruction is an operator based on connected region which can exactly preserve the boundaries and edges of image and do not create spurious extrema.
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