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公开(公告)号：US20150055820A1
公开(公告)日：2015-02-26
申请号：US13973573
申请日：2013-08-22
申请人： UT-Battelle, LLC
CPC分类号： G06K9/00637 , G06K9/4642 , G06K9/4676 , G06K9/6259
摘要： A programmable media includes a graphical processing unit in communication with a memory element. The graphical processing unit is configured to detect one or more settlement regions from a high resolution remote sensed image based on the execution of programming code. The graphical processing unit identifies one or more settlements through the execution of the programming code that executes a multi-instance learning algorithm that models portions of the high resolution remote sensed image. The identification is based on spectral bands transmitted by a satellite and on selected designations of the image patches.
摘要翻译： 可编程媒体包括与存储元件通信的图形处理单元。 图形处理单元被配置为基于编程代码的执行从高分辨率遥感图像检测一个或多个结算区域。 图形处理单元通过执行编程代码识别一个或多个结算，该编程代码执行对高分辨率遥感图像的部分进行建模的多实例学习算法。 该识别基于由卫星发射的频谱带和图像斑块的选定指定。
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公开(公告)号：US09384397B2
公开(公告)日：2016-07-05
申请号：US13973573
申请日：2013-08-22
申请人： UT-Battelle, LLC
CPC分类号： G06K9/00637 , G06K9/4642 , G06K9/4676 , G06K9/6259
摘要： A programmable media includes a graphical processing unit in communication with a memory element. The graphical processing unit is configured to detect one or more settlement regions from a high resolution remote sensed image based on the execution of programming code. The graphical processing unit identifies one or more settlements through the execution of the programming code that executes a multi-instance learning algorithm that models portions of the high resolution remote sensed image. The identification is based on spectral bands transmitted by a satellite and on selected designations of the image patches.
摘要翻译： 可编程媒体包括与存储元件通信的图形处理单元。 图形处理单元被配置为基于编程代码的执行从高分辨率遥感图像检测一个或多个结算区域。 图形处理单元通过执行编程代码识别一个或多个结算，该编程代码执行对高分辨率遥感图像的部分进行建模的多实例学习算法。 该识别基于由卫星发射的频谱带和图像斑块的选定指定。
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公开(公告)号：US20150016668A1
公开(公告)日：2015-01-15
申请号：US13940717
申请日：2013-07-12
申请人： UT-Battelle, LLC
发明人： Anil M. Cheriyadat , Eddie A. Bright , Varun Chandola , Jordan B. Graesser , Budhendra L. Bhaduri
IPC分类号： G06K9/00
CPC分类号： G06K9/00637 , G06K9/4642 , G06K2009/4657
摘要： A system detects settlements from images. A processor reads image data. The processor is programmed by processing only a portion of the image data designated a settlement by a user. The processor transforms the image data into a settlement classification or a non-settlement classification by discriminating pixels within the images based on the user's prior designation. The system alters the appearance of the images rendered by processor to differentiate settlements from non-settlements.
摘要翻译： 系统检测图像中的定居点。 处理器读取图像数据。 处理器通过仅处理由用户指定的结算的图像数据的一部分来编程。 处理器通过基于用户的先前指定来区分图像内的像素来将图像数据转换成结算分类或非结算分类。 系统改变处理器呈现的图像的外观，以区分和解决方案。
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