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公开(公告)号：US10345965B1
公开(公告)日：2019-07-09
申请号：US16165382
申请日：2018-10-19
IPC分类号： G06F3/042 , G06F3/0485 , G06F3/0481 , B60J1/08
摘要： The present disclosure relates to interactive projection systems. In one implementation, a system for projecting a user interface may include a film affixed to a surface; a first projector configured to project a user interface onto the film; a second projector configured to project a plurality of light beams such that the plurality of light beams form a plane above the film that does not intersect the film; and an image sensor configured to receive reflections caused by the projected plurality of light beams. The system may further include at least one processor configured to receive an indication of a reflection from the image sensor; determine a location associated with the reflection; in response to the received indication, determine a change for the user interface based on the determined location; and transmit a command to the first projector to modify the projected user interface according to the determined change.
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公开(公告)号：US10325178B1
公开(公告)日：2019-06-18
申请号：US16202874
申请日：2018-11-28
发明人： Qiaochu Tang , Sunil Subrahmanyam Vasisht , Stephen Michael Wylie , Geoffrey Dagley , Micah Price , Jason Richard Hoover
摘要： The present disclosure relates to image preprocessing to improve object recognition. In one implementation, a system for preprocessing an image for object recognition may include at least one memory storing instructions and at least one processor configured to execute the instructions to perform operations. The operations may include receiving the image, detecting a plurality of bounding boxes within the image, grouping the plurality of bounding boxes into a plurality of groups such that bounding boxes within a group have shared areas exceeding an area threshold, deriving a first subset of the plurality of bounding boxes by selecting bounding boxes having highest class confidence scores from at least one group, selecting a bounding box from the first subset having a highest score based on area and class confidence score, and outputting the selected bounding box.
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公开(公告)号：US10268925B1
公开(公告)日：2019-04-23
申请号：US15978311
申请日：2018-05-14
发明人： Qiaochu Tang , Sunil Subrahmanyam Vasisht , Stephen Michael Wylie , Geoffrey Dagley , Micah Price , Jason Richard Hoover
摘要： The present disclosure relates to image preprocessing to improve object recognition. In one implementation, a system for preprocessing an image for object recognition may include at least one memory storing instructions and at least one processor configured to execute the instructions to perform operations. The operations may include receiving the image, detecting a plurality of bounding boxes within the image, grouping the plurality of bounding boxes into a plurality of groups such that bounding boxes within a group have shared areas exceeding an area threshold, deriving a first subset of the plurality of bounding boxes by selecting bounding boxes having highest class confidence scores from at least one group, selecting a bounding box from the first subset having a highest score based on area and class confidence score, and outputting the selected bounding box.
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公开(公告)号：US10235762B1
公开(公告)日：2019-03-19
申请号：US16128682
申请日：2018-09-12
摘要： The disclosed technology includes image-based systems and methods for object tracking within an asset area. Some exemplary methods include receiving, from an ingress detector, an ingress indication of a first object entering an asset area and receiving, from one or more image capture devices positioned to view respective portions of the asset area, data indicative of a plurality of captured images. The methods also include performing, by at least one processor, object classification of the first object based on the ingress indication, one or more of at least one of the plurality of captured images, and an identification signal detected by the ingress detector. The methods further include determining a first object location of the first object based at least in part on the object classification and outputting an indication of the first object location.
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公开(公告)号：US10140553B1
公开(公告)日：2018-11-27
申请号：US15915947
申请日：2018-03-08
发明人： Sunil Subrahmanyam Vasisht , Geoffrey Dagley , Qiaochu Tang , Sean Reddy , Jason Richard Hoover , Stephen Michael Wylie , Micah Price
摘要： An artificial intelligence system for identifying attributes in an image. The system may include a processor in communication with a client device; and a storage medium. The storage medium may store instructions that, when executed, configure the processor to perform operations including: extracting first features; categorizing the first images in a first group or a second group; modifying first metadata associated with each image in the first images to include a binary label; calculating a classification function; classifying a second plurality of images using the classification function; extracting second features from the second images classified in the first group; categorizing the second images in the first group by attribute; calculating an attribute identification function that identifies attributes of the second images; and identifying at least one attribute associated with a client image using the attribute identification function, the client image being received from the client device.
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