Apparatus and methods for image segmentation using machine learning processes

    公开(公告)号:US12293521B2

    公开(公告)日:2025-05-06

    申请号:US17901429

    申请日:2022-09-01

    Abstract: Methods, systems, and apparatuses for image segmentation are provided. For example, a computing device may obtain an image, and may apply a process to the image to generate input image feature data and input image segmentation data. Further, the computing device may obtain reference image feature data and reference image classification data for a plurality of reference images. The computing device may generate reference image segmentation data based on the reference image feature data, the reference image classification data, and the input image feature data. The computing device may further blend the input image segmentation data and the reference image segmentation data to generate blended image segmentation data. The computing device may store the blended image segmentation data within a data repository. In some examples, the computing device provides the blended image segmentation data for display.

    Image modification techniques
    2.
    发明授权

    公开(公告)号:US12125144B2

    公开(公告)日:2024-10-22

    申请号:US18480304

    申请日:2023-10-03

    Abstract: Systems and techniques are described herein for modifying the scale and/or position of objects in images. For instance, a system can obtain a two-dimensional (2D) input image from a camera and a three-dimensional (3D) representation of the 2D input image. The system can further determine a first portion of the 3D representation of the 2D input image corresponding to a target object in the 2D input image. The system can adjust a pose of the first portion of the 3D representation of the 2D input image corresponding to the target object. The system can further generate a 2D output image having a modified version of the target object based on the adjusted pose of the first portion of the 3D representation of the 2D input image corresponding to the target object to be output on a display.

    SPATIALLY-ADAPTIVE BINNING AND REMOSAICING

    公开(公告)号:US20250030954A1

    公开(公告)日:2025-01-23

    申请号:US18353650

    申请日:2023-07-17

    Abstract: This disclosure provides systems, methods, and devices for image signal processing that support spatially-adaptive binning and remosaicing of image data. In a first aspect, a method of image processing includes receiving image data comprising at least a portion of an image frame. A first portion of the image data is coded according to a first binning pattern, and a second portion of the image data is coded according to a second binning pattern different from the first binning pattern. Other aspects and features are also claimed and described.

    Image modification techniques
    4.
    发明授权

    公开(公告)号:US11810256B2

    公开(公告)日:2023-11-07

    申请号:US17524681

    申请日:2021-11-11

    Abstract: Systems and techniques are described herein for modifying the scale and/or position of objects in images. For instance, a system can obtain a two-dimensional (2D) input image from a camera and a three-dimensional (3D) representation of the 2D input image. The system can further determine a first portion of the 3D representation of the 2D input image corresponding to a target object in the 2D input image. The system can adjust a pose of the first portion of the 3D representation of the 2D input image corresponding to the target object. The system can further generate a 2D output image having a modified version of the target object based on the adjusted pose of the first portion of the 3D representation of the 2D input image corresponding to the target object to be output on a display.

    IMAGE PROCESSING FOR EXPOSURE BRACKETING

    公开(公告)号:US20250080858A1

    公开(公告)日:2025-03-06

    申请号:US18462199

    申请日:2023-09-06

    Abstract: This disclosure provides systems, methods, and devices for image signal processing that support high dynamic range (HDR) image processing on image frames with temporally-aligned centers to reduce artifacts resulting from fusing image frames with different temporal centers. In some aspects, a method of image processing includes capturing three or more image frames having at least two different exposure lengths. The three or more image frames are processed to obtain two image frames with temporally-aligned centers, and those two image frames are processed in HDR fusion logic to obtain an output HDR image frame. Other aspects and features are also claimed and described.

    IMAGE PROCESSING FOR EXPOSURE BRACKETING

    公开(公告)号:US20250078227A1

    公开(公告)日:2025-03-06

    申请号:US18462218

    申请日:2023-09-06

    Abstract: This disclosure provides systems, methods, and devices for image signal processing that support image signal processing of exposure bracketed image frames. In a first aspect, a method of image processing includes receiving, by at least one processor, image data comprising first image data of a first exposure duration, second image data of a second exposure duration, and third image data of a third exposure duration, wherein the first exposure duration is equal to the third exposure duration; determining, by the at least one processor, fourth image data by subtracting corresponding pixel intensity values of the third image data from the second image data; and determining, by the at least one processor, a first output image frame by combining the fourth image data with the first image data. Other aspects and features are also claimed and described.

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