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公开(公告)号：US12001607B2
公开(公告)日：2024-06-04
申请号：US18107037
申请日：2023-02-08
申请人： InnerEye Ltd.
发明人： Amir B. Geva , Eitan Netzer , Ran El Manor , Sergey Vaisman , Leon Y. Deouell , Uri Antman
IPC分类号： G06F3/01 , G06F18/214 , G06F18/22 , G06F18/23 , G06F18/2411 , G06N3/045 , G06N3/088 , G06N20/20 , G06T7/00 , G06V10/20 , G06V10/44 , G06V10/764 , G06V10/778 , G06V10/82
CPC分类号： G06F3/015 , G06F3/017 , G06F18/214 , G06F18/22 , G06F18/23 , G06F18/2411 , G06N3/045 , G06N3/088 , G06N20/20 , G06T7/0012 , G06V10/255 , G06V10/454 , G06V10/764 , G06V10/7788 , G06V10/82 , G06T2207/20081 , G06T2207/20084 , G06T2207/30016
摘要： An image classification neural network is trained based on images that are the presented to an observer as a visual stimulus while collecting neurophysiological signals from a brain of the observer. The neurophysiological signals are processes to identify a neurophysiological event indicative of a detection of a target by the observer in one or more of the images, and the image classification neural network is trained to identify the target in the image based on the identification of the neurophysiological event.
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公开(公告)号：US20180089531A1
公开(公告)日：2018-03-29
申请号：US15579226
申请日：2016-06-02
申请人： InnerEye Ltd.
发明人： Amir B. GEVA , Leon Y. DEOUELL , Sergey VAISMAN , Omri HARISH , Ran EI MANOR , Eitan NETZER , Shani SHALGI
CPC分类号： G06K9/4628 , A61B5/04017 , A61B5/04842 , A61B5/1103 , A61B5/486 , A61B5/7264 , G06F3/01 , G06F3/015 , G06K9/00671 , G06K9/2054 , G06K9/6247 , G06K9/627 , G06K9/6272 , G06N3/04 , G06N3/0454 , G06N3/08 , G06N3/088 , G06N7/005 , G16H30/40
摘要： A method of classifying an image is disclosed. The method comprises: applying a computer vision procedure to the image to detect therein candidate image regions suspected as being occupied by a target; presenting to an observer each candidate image region as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of the target by the observer; and determining an existence of the target in the image is based, at least in part, on the identification of the neurophysiological event.
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公开(公告)号：US20230185377A1
公开(公告)日：2023-06-15
申请号：US18107037
申请日：2023-02-08
申请人： InnerEye Ltd.
发明人： Amir B. GEVA , Eitan NETZER , Ran El MANOR , Sergey VAISMAN , Leon Y. DEOUELL , Uri ANTMAN
IPC分类号： G06F3/01 , G06N20/20 , G06N3/088 , G06T7/00 , G06F18/22 , G06F18/23 , G06F18/214 , G06F18/2411 , G06N3/045 , G06V10/764 , G06V10/778 , G06V10/82 , G06V10/44 , G06V10/20
CPC分类号： G06F3/015 , G06F3/017 , G06F18/22 , G06F18/23 , G06F18/214 , G06F18/2411 , G06N3/045 , G06N3/088 , G06N20/20 , G06T7/0012 , G06V10/82 , G06V10/255 , G06V10/454 , G06V10/764 , G06V10/7788 , G06T2207/20081 , G06T2207/20084 , G06T2207/30016
摘要： A method of training an image classification neural network comprises: presenting a first plurality of images to an observer as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of a target by the observer in at least one image of the first plurality of images; training the image classification neural network to identify the target in the image, based on the identification of the neurophysiological event; and storing the trained image classification neural network in a computer-readable storage medium.
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公开(公告)号：US20190294915A1
公开(公告)日：2019-09-26
申请号：US16413651
申请日：2019-05-16
申请人： InnerEye Ltd.
发明人： Amir B. GEVA , Leon Y. DEOUELL , Sergey VAISMAN , Omri HARISH , Ran EI MANOR , Eitan NETZER , Shani SHALGI
IPC分类号： G06K9/46 , G06K9/00 , G06F3/01 , G06K9/62 , G06K9/20 , A61B5/00 , G06N3/08 , G06N3/04 , A61B5/04 , A61B5/0484 , A61B5/11
摘要： A method of classifying an image is disclosed. The method comprises: applying a computer vision procedure to the image to detect therein candidate image regions suspected as being occupied by a target; presenting to an observer each candidate image region as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of the target by the observer; and determining an existence of the target in the image is based, at least in part, on the identification of the neurophysiological event.
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公开(公告)号：US10303971B2
公开(公告)日：2019-05-28
申请号：US15579226
申请日：2016-06-02
申请人： InnerEye Ltd.
发明人： Amir B. Geva , Leon Y. Deouell , Sergey Vaisman , Omri Harish , Ran El Manor , Eitan Netzer , Shani Shalgi
IPC分类号： A61B5/00 , G06F3/01 , G06K9/46 , A61B5/04 , A61B5/0484 , A61B5/11 , G06K9/20 , G06K9/62 , G06N3/04 , G06N3/08 , G06K9/00 , G16H30/40 , G06N7/00
摘要： A method of classifying an image is disclosed. The method comprises: applying a computer vision procedure to the image to detect therein candidate image regions suspected as being occupied by a target; presenting to an observer each candidate image region as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of the target by the observer; and determining an existence of the target in the image is based, at least in part, on the identification of the neurophysiological event.
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公开(公告)号：US20230371872A1
公开(公告)日：2023-11-23
申请号：US18023059
申请日：2021-08-25
申请人： InnerEye Ltd.
发明人： Yuval HARPAZ , Amir B. GEVA , Leon Y. DEOUELL , Sergey VAISMAN , Yaar SHALOM , Michael OTSUP , Yonatan MEIR
CPC分类号： A61B5/165 , A61B5/377 , A61B5/374 , A61B5/0205 , A61B5/7267 , G06N3/08
摘要： A method of estimating attention comprises: receiving encephalogram (EG) data corresponding to signals collected from a brain of a subject synchronously with stimuli applied to the subject. The EG data are segmented into segments, each corresponding to a single stimulus. The method also comprises dividing each segment of the EG data into a first time-window having a fixed beginning relative to a respective stimulus, and a second time-window having a varying beginning relative to the respective stimulus. The method also comprises processing the time-windows to determine the likelihood for a given segment to describe an attentive state of the brain.
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公开(公告)号：US11580409B2
公开(公告)日：2023-02-14
申请号：US16471587
申请日：2017-12-21
申请人： InnerEye Ltd.
发明人： Amir B. Geva , Eitan Netzer , Ran El Manor , Sergey Vaisman , Leon Y. Deouell , Uri Antman
摘要： A method of training an image classification neural network comprises: presenting a first plurality of images to an observer as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of a target by the observer in at least one image of the first plurality of images; training the image classification neural network to identify the target in the image, based on the identification of the neurophysiological event; and storing the trained image classification neural network in a computer-readable storage medium.
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公开(公告)号：US10948990B2
公开(公告)日：2021-03-16
申请号：US16413651
申请日：2019-05-16
申请人： InnerEye Ltd.
发明人： Amir B. Geva , Leon Y. Deouell , Sergey Vaisman , Omri Harish , Ran El Manor , Eitan Netzer , Shani Shalgi
IPC分类号： A61B5/00 , A61B5/04 , A61B5/11 , G06K9/62 , G06F3/01 , G06N3/04 , G06N3/08 , G06K9/00 , G16H20/70 , G16H30/40 , A61B5/0484 , G06K9/20 , G06K9/46 , G06N7/00 , G06N20/10
摘要： A method of classifying an image is disclosed. The method comprises: applying a computer vision procedure to the image to detect therein candidate image regions suspected as being occupied by a target; presenting to an observer each candidate image region as a visual stimulus, while collecting neurophysiological signals from a brain of the observer; processing the neurophysiological signals to identify a neurophysiological event indicative of a detection of the target by the observer; and determining an existence of the target in the image is based, at least in part, on the identification of the neurophysiological event.
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