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Road and Tunnel Extraction from SPOT Satellite Images Using Neural Networks 被引量:4
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作者 nima ghasemloo Mohammad Reza Mobasheri +1 位作者 Ahmad Madanchi Zare Mehran Memar Eftekhari 《Journal of Geographic Information System》 2013年第1期69-74,共6页
Road extraction from the satellite images can be used in producing road maps as well as managing and developing geospatial databases. In this work, the extraction of roads from SPOT satellite images using artificial n... Road extraction from the satellite images can be used in producing road maps as well as managing and developing geospatial databases. In this work, the extraction of roads from SPOT satellite images using artificial neural network has been studied. Then the location of tunnel is extracted from image using digital elevation information. Also it is tried to enhance the precision of the road extraction method using spectral information as well as texture and morphology. The method was implemented on SPOT satellite images of Tabrizand Miyaneh (Iran). The results of this research indicate that it would be possible to promote the precision of road extraction by using texture and morphology in image classifycation using neural networks. Finally the location of tunnel was extracted by digital elevation information. Junctions of roads and mountains have high potential in locating the tunnel. For this reason, in this study, the junctions of roads and mountains were also detected and used. 展开更多
关键词 NEURAL Networks ROAD Classification TEXTURE
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Calculate Thermal Infrared Intensity of the Hull’s Military Ship
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作者 Ramin Ebrahimi Laleh nima ghasemloo 《Journal of Geographic Information System》 2014年第4期317-329,共13页
Stealth technology emphasizes on the reduction in reflection and radiation energies, the surface of target's body in the range of visual, radar, thermal and near IR and so on. Providing solutions to reduce thermal... Stealth technology emphasizes on the reduction in reflection and radiation energies, the surface of target's body in the range of visual, radar, thermal and near IR and so on. Providing solutions to reduce thermal IR intensity radiation is one of the appropriate actions in passive defense for identifying power and targeting enemy. Therefore, questions are brought up: How much is the thermal IR intensity radiation of surface of the hall’s vessel? How much is the effect of each parameter? This thesis tries to provide the software to answer these questions. The provided software measures thermal IR intensity radiation of the surface of the hall’s vessel by the material substance, the temperature of the surface of the hall’s vessel, the situation and characteristic of the thermal detector, noticing the coefficient of environment atmospheric transmittal. This software by changing the effective parameters on thermal IR radiation calculates the thermal radiation on thermal detector in different situations. 展开更多
关键词 INTENSITY Radiation THERMAL Infrared THERMAL DETECTOR Geometry’s MILITARY SHIP NEURAL
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