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公开(公告)号：US12131452B1
公开(公告)日：2024-10-29
申请号：US17953014
申请日：2022-09-26
发明人： Tarek El Dokor , Jordan Cluster
IPC分类号： G06K9/00 , G06F18/23 , G06T7/00 , G06T7/11 , G06T7/174 , G06T7/187 , G06T7/593 , G06V20/64 , G06V30/194
CPC分类号： G06T7/00 , G06F18/23 , G06T7/11 , G06T7/174 , G06T7/187 , G06T7/593 , G06V20/64 , G06V30/194 , G06T2200/04 , G06T2207/10021 , G06T2207/10024 , G06T2207/20112
摘要： A method and apparatus for segmenting an image are provided. The method may include the steps of clustering pixels from one of a plurality of images into one or more segments, determining one or more unstable segments changing by more than a predetermined threshold from a prior of the plurality of images, determining one or more segments transitioning from an unstable to a stable segment, determining depth for one or more of the one or more segments that have changed by more than the predetermined threshold, determining depth for one or more of the one or more transitioning segments, and combining the determined depth for the one or more unstable segments and the one or more transitioning segments with a predetermined depth of all segments changing less than the predetermined threshold from the prior of the plurality of images.
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公开(公告)号：US12125191B1
公开(公告)日：2024-10-22
申请号：US18495496
申请日：2023-10-26
发明人： Tarek El Dokor , Jordan Cluster
CPC分类号： G06T7/0008 , G06T7/11 , G06T7/174 , G06T7/187 , G06T7/536 , G06T7/593 , G06T2207/10012 , G06T2207/10021 , G06T2207/10024 , G06T2207/20061
摘要： A novel disparity computation technique is presented which comprises multiple orthogonal disparity maps, generated from approximately orthogonal decomposition feature spaces, collaboratively generating a composite disparity map. Using an approximately orthogonal feature set extracted from such feature spaces produces an approximately orthogonal set of disparity maps that can be composited together to produce a final disparity map. Various methods for dimensioning scenes and are presented. One approach extracts the top and bottom vertices of a cuboid, along with the set of lines, whose intersections define such points. Tt then defines a unique box from these two intersections as well as the associated lines. Orthographic projection is then attempted, to recenter the box perspective. This is followed by the extraction of the three-dimensional information that is associated with the box, and finally, the dimensions of the box are computed. The same concepts can apply to hallways, rooms, and any other object.
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公开(公告)号：US12032792B1
公开(公告)日：2024-07-09
申请号：US18135687
申请日：2023-04-17
发明人： Tarek El Dokor , Joshua King , Roger Hauptman
IPC分类号： G06F3/042 , G06F3/01 , G06F3/0488 , G06T3/40 , G06T3/4015 , G06T3/4053 , G06T7/55
CPC分类号： G06F3/0425 , G06F3/017 , G06F3/0488 , G06T3/4015 , G06T3/4053 , G06T7/55 , G06T2207/10052
摘要： A method and apparatus for creating an adaptive mosaic pixel-wise virtual Bayer pattern. The method may include receiving a plurality of monochromatic images from an array of imaging elements, creating a reference ordered set at infinity from the plurality of monochromatic images, running a demosaicing process on the reference ordered set, and creating a color image from the demosaiced ordered set. One or more offset artifacts resulting from the demosaicing process may be computed at a distance other than infinity, the ordered set may be modified in accordance with the computed offsets.
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公开(公告)号：US11816829B1
公开(公告)日：2023-11-14
申请号：US18074507
申请日：2022-12-04
发明人： Tarek El Dokor , Jordan Cluster
CPC分类号： G06T7/0008 , G06T7/11 , G06T7/174 , G06T7/187 , G06T7/536 , G06T7/593 , G06T2207/10012 , G06T2207/10021 , G06T2207/10024 , G06T2207/20061
摘要： A novel disparity computation technique is presented which comprises multiple orthogonal disparity maps, generated from approximately orthogonal decomposition feature spaces, collaboratively generating a composite disparity map. Using an approximately orthogonal feature set extracted from such feature spaces produces an approximately orthogonal set of disparity maps that can be composited together to produce a final disparity map. Various methods for dimensioning scenes and are presented. One approach extracts the top and bottom vertices of a cuboid, along with the set of lines, whose intersections define such points. It then defines a unique box from these two intersections as well as the associated lines. Orthographic projection is then attempted, to recenter the box perspective. This is followed by the extraction of the three-dimensional information that is associated with the box, and finally, the dimensions of the box are computed. The same concepts can apply to hallways, rooms, and any other object.
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公开(公告)号：US12087044B2
公开(公告)日：2024-09-10
申请号：US18202941
申请日：2023-05-28
发明人： Tarek El Dokor
IPC分类号： G06F18/21 , G06F18/24 , G06F18/2413 , G06N3/02 , G06V10/764 , G06V10/776 , G06V20/10 , G06V20/52 , G06V40/16 , G06V40/20 , H04N5/33
CPC分类号： G06V10/776 , G06F18/217 , G06F18/24 , G06F18/24133 , G06N3/02 , G06V10/764 , G06V20/10 , G06V20/52 , G06V40/16 , G06V40/20 , H04N5/33
摘要： A method and apparatus for processing image data is provided. The method includes the steps of employing a main processing network for classifying one or more features of the image data, employing a monitor processing network for determining one or more confusing classifications of the image data, and spawning a specialist processing network to process image data associated with the one or more confusing classifications.
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公开(公告)号：US12105887B1
公开(公告)日：2024-10-01
申请号：US18202940
申请日：2023-05-28
发明人： Tarek A. El Dokor , Joshua T. King
CPC分类号： G06F3/017 , G06V10/245 , G06V10/462 , G06V40/20
摘要： A method and apparatus for performing gesture recognition. In one embodiment of the invention, the method includes the steps of receiving one or more raw frames from one or more cameras, each of the one or more raw frames representing a time sequence of images, determining one or more regions of the one or more received raw frames that comprise highly textured regions, segmenting the one or more determined highly textured regions in accordance textured features thereof to determine one or more segments thereof, determining one or more regions of the one or more received raw frames that comprise other than highly textured regions, and segmenting the one or more determined other than highly textured regions in accordance with color thereof to determine one or more segments thereof. One or more of the segments are then tracked through the one or more raw frames representing the time sequence of images.
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公开(公告)号：US11967083B1
公开(公告)日：2024-04-23
申请号：US17871971
申请日：2022-07-24
IPC分类号： G06K9/00 , G06T7/10 , G06T7/11 , G06T7/174 , G06T7/187 , G06T7/194 , G06T7/50 , G06T7/55 , G06T7/593 , H04N13/128 , H04N13/00
CPC分类号： G06T7/11 , G06T7/10 , G06T7/174 , G06T7/187 , G06T7/194 , G06T7/50 , G06T7/55 , G06T7/593 , H04N13/128 , G06T2207/10012 , G06T2207/10021 , G06T2207/20112 , G06T2207/20228 , H04N2013/0081 , H04N2013/0092
摘要： A method and system for segmenting a plurality of images. The method comprises the steps of segmenting the image through a novel clustering technique that is, generating a composite depth map including temporally stable segments of the image as well as segments in subsequent images that have changed. These changes may be determined by determining one or more differences between the temporally stable depth map and segments included in one or more subsequent frames. Thereafter, the portions of the one or more subsequent frames that include segments including changes from their corresponding segments in the temporally stable depth map are processed and are combined with the segments from the temporally stable depth map to compute their associated disparities in one or more subsequent frames. The images may include a pair of stereo images acquired through a stereo camera system at a substantially similar time.
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