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公开(公告)号：US09691147B2
公开(公告)日：2017-06-27
申请号：US15274028
申请日：2016-09-23
Applicant: STC.UNM , SKINfrared LLC
Inventor： Sanjay Krishna , Sanchita Krishna , Majeed M. Hayat , Pradeep Sen , Maziar Yaesoubi , Sebastian Eugenio Godoy , Ajit Vijay Barve
IPC: G06K9/00 , G06T7/00 , G06T3/00 , G06F19/00 , G06K9/46 , G06K9/62 , G06T7/33 , G06T7/30 , A61B5/00
CPC classification number: G06T7/0012 , G06F19/00 , G06F19/321 , G06K9/46 , G06K9/4604 , G06K9/6267 , G06T3/00 , G06T3/0068 , G06T7/0016 , G06T7/30 , G06T7/337 , G06T2207/10024 , G06T2207/10048 , G06T2207/30088 , G06T2207/30096 , G06T2207/30204 , G16H50/20
Abstract: Apparatus and methods comprise examination of a subject using images of the subject. The images can provide a non-invasive analysis technique and can include a plurality of images of a portion of the subject at different times a temperature stimulus applied to the subject. An image of the portion of the subject can be aligned such that each pixel of the image corresponds to the same point on the subject over a sequence of images of the portion. The sequence of images can be processed after aligning the images such that data is extracted from the images. The extracted data can be used to make decisions regarding the health status of the subject. Additional apparatus, systems, and methods are disclosed.
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2.发明申请METHOD AND SYSTEM FOR FEATURE EXTRACTION AND DECISION MAKING FROM SERIES OF IMAGES 有权从图像系列中提取和决定特征提取方法和系统公开(公告)号：US20170011513A1
公开(公告)日：2017-01-12
申请号：US15274028
申请日：2016-09-23
Applicant: STC.UNM , SKINfrared LLC
Inventor： Sanjay Krishna , Sanchita Krishna , Majeed M. Hayat , Pradeep Sen , Maziar Yaesoubi , Sebastian Eugenio Godoy , Ajit Vijay Barve
CPC classification number: G06T7/0012 , G06F19/00 , G06F19/321 , G06K9/46 , G06K9/4604 , G06K9/6267 , G06T3/00 , G06T3/0068 , G06T7/0016 , G06T7/30 , G06T7/337 , G06T2207/10024 , G06T2207/10048 , G06T2207/30088 , G06T2207/30096 , G06T2207/30204 , G16H50/20
Abstract: Apparatus and methods comprise examination of a subject using images of the subject. The images can provide a non-invasive analysis technique and can include a plurality of images of a portion of the subject at different times a temperature stimulus applied to the subject. An image of the portion of the subject can be aligned such that each pixel of the image corresponds to the same point on the subject over a sequence of images of the portion. The sequence of images can be processed after aligning the images such that data is extracted from the images. The extracted data can be used to make decisions regarding the health status of the subject. Additional apparatus, systems, and methods are disclosed.
Abstract translation: 装置和方法包括使用受试者的图像检查受试者。 图像可以提供非侵入性分析技术，并且可以在不同时间包括施加到对象的温度刺激的受试者的一部分的多个图像。 对象的部分的图像可以对准，使得图像的每个像素在该部分的图像序列上对应于被摄体上的相同点。 可以在对准图像之后处理图像序列，使得从图像中提取数据。 提取的数据可用于作出关于受试者的健康状况的决定。 公开了附加装置，系统和方法。
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3.发明授权Method and system for feature extraction and decision making from series of images 有权一系列图像的特征提取和决策方法和系统公开(公告)号：US09471974B2
公开(公告)日：2016-10-18
申请号：US14401827
申请日：2013-03-14
Applicant: STC.UNM , SKINfrared LLC
Inventor： Sanjay Krishna , Sanchita Krishna , Majeed M. Hayat , Pradeep Sen , Maziar Yaesoubi , Sebastian Eugenio Godoy , Ajit Vijay Barve
CPC classification number: G06T7/0012 , G06F19/00 , G06F19/321 , G06K9/46 , G06K9/4604 , G06K9/6267 , G06T3/00 , G06T3/0068 , G06T7/0016 , G06T7/30 , G06T7/337 , G06T2207/10024 , G06T2207/10048 , G06T2207/30088 , G06T2207/30096 , G06T2207/30204 , G16H50/20
Abstract: Apparatus and methods comprise examination of a subject using images of the subject. The images can provide a non-invasive analysis technique and can include a plurality of images of a portion of the subject at different times a temperature stimulus applied to the subject. An image of the portion of the subject can be aligned such that each pixel of the image corresponds to the same point on the subject over a sequence of images of the portion. The sequence of images can be processed after aligning the images such that data is extracted from the images. The extracted data can be used to make decisions regarding the health status of the subject. Additional apparatus, systems, and methods are disclosed.
Abstract translation: 装置和方法包括使用受试者的图像检查受试者。 图像可以提供非侵入性分析技术，并且可以在不同时间包括施加到对象的温度刺激的受试者的一部分的多个图像。 对象的部分的图像可以对准，使得图像的每个像素在该部分的图像序列上对应于被摄体上的相同点。 可以在对准图像之后处理图像序列，使得从图像中提取数据。 提取的数据可用于作出关于受试者的健康状况的决定。 公开了附加装置，系统和方法。
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公开(公告)号：US20190154779A1
公开(公告)日：2019-05-23
申请号：US16198446
申请日：2018-11-21
Applicant: STC.UNM
Inventor： Maziar Yaesoubi , Vince Calhoun
IPC: G01R33/54
Abstract: The invention is directed to a system and methods of capturing rapid changes in complex systems by examining the interaction of the various components within the system. This may be accomplished by decomposing a multivariate signal into a dictionary of elements and a corresponding sparse mixing matrix. Each dictionary element may provide a rank-1 estimation of a disjoint partition of time points of the signal that may permit estimation of the covariance of each partition using an outer-product of the corresponding dictionary element.
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