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41.发明申请公开(公告)号：US20200274484A1
公开(公告)日：2020-08-27
申请号：US16797281
申请日：2020-02-21
摘要： Various embodiments for a connection topology reconfiguration technique for photovoltaic (PV) arrays to maximize power output under partial shading and fault conditions using neural networks are disclosed herein.
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42.发明授权公开(公告)号：US10387751B2
公开(公告)日：2019-08-20
申请号：US15869780
申请日：2018-01-12
摘要： The disclosure relates to an image recognition algorithm implemented by a hardware control system which operates directly on data from a compressed sensing camera. A computationally expensive image reconstruction step can be avoided, allowing faster operation and reducing the computing requirements of the system. The method may implement an algorithm that can operate at speeds comparable to an equivalent approach operating on a conventional camera's output. In addition, at high compression ratios, the algorithm can outperform approaches in which an image is first reconstructed and then classified.
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公开(公告)号：US20160005170A1
公开(公告)日：2016-01-07
申请号：US14853645
申请日：2015-09-14
CPC分类号： G06T7/0012 , A61B5/055 , A61B5/1075 , A61B5/20 , G06K9/6269 , G06T11/60 , G06T2207/10004 , G06T2207/10088
摘要： Measuring the number of glomeruli in the entire, intact kidney using non-destructive techniques is of immense importance in studying several renal and systemic diseases. In particular, a recent Magnetic Resonance Imaging (MRI) technique, based on injection of a contrast agent, cationic ferritin, has been effective in identifying glomerular regions in the kidney. In various embodiments, a low-complexity, high accuracy method for obtaining the glomerular count from such kidney MRI images is described. This method employs a patch-based approach for identifying a low-dimensional embedding that enables the separation of glomeruli regions from the rest. By using only a few images marked by the expert for learning the model, the method provides an accurate estimate of the glomerular number for any kidney image obtained with the contrast agent. In addition, the implementation of our method shows that this method is near real-time, and can process about 5 images per second.
摘要翻译： 使用非破坏性技术测量整个完整肾中的肾小球数量对于研究几种肾脏和全身疾病是非常重要的。 特别地，基于注射造影剂阳离子铁蛋白的最近的磁共振成像（MRI）技术已经有效地鉴定了肾脏中的肾小球区域。 在各种实施例中，描述了用于从这样的肾MRI图像获得肾小球计数的低复杂度，高精度方法。 该方法采用基于贴片的方法来识别能够将肾小球区域与其余部分分离的低维度嵌入。 通过仅使用由专家标记的几个图像来学习模型，该方法提供了用造影剂获得的任何肾脏图像的肾小球数的准确估计。 此外，我们的方法的实现表明这种方法接近实时，每秒可以处理大约5张图像。
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44.发明申请公开(公告)号：US20140274166A1
公开(公告)日：2014-09-18
申请号：US14213655
申请日：2014-03-14
IPC分类号： H04W4/02
CPC分类号： G01S5/0278 , G01S5/0289 , G01S5/14 , H04W84/18
摘要： Some embodiments include a wireless sensor network system. Other embodiments of related systems and methods are also disclosed.
摘要翻译： 一些实施例包括无线传感器网络系统。 还公开了相关系统和方法的其它实施例。
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公开(公告)号：US20140269989A1
公开(公告)日：2014-09-18
申请号：US14213624
申请日：2014-03-14
IPC分类号： H04B1/04
CPC分类号： H04B1/0475 , H03F1/3241 , H04B1/0483 , H04B2001/0425
摘要： Some embodiments include a distributed estimation system. Other embodiments of related systems and methods are also disclosed.
摘要翻译： 一些实施例包括分布式估计系统。 还公开了相关系统和方法的其它实施例。
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