Method and apparatus with depth map generation

    公开(公告)号:US12288347B2

    公开(公告)日:2025-04-29

    申请号:US17714347

    申请日:2022-04-06

    Abstract: A method and apparatus with depth map generation. The method may include generating points for a point cloud by unprojecting multi-view depth maps, of plural views, into a corresponding three-dimensional (3D) space using respective camera parameters corresponding to each view of the multi-view depth maps, extracting feature embedding vectors corresponding to the generated points, generating a two-dimensional (2D) feature map of a set view based on the extracted feature embedding vectors, generating a residual depth map using a refinement network with respect to the 2D feature map, generating a new depth map based on the residual depth map and an initial depth map, of the set view, among the multi-view depth maps.

    Method and apparatus with updating of algorithm for generating disparity image

    公开(公告)号:US11470298B2

    公开(公告)日:2022-10-11

    申请号:US16837320

    申请日:2020-04-01

    Abstract: A method with algorithm updating includes: receiving a first input batch including one or more first images; generating a first output batch with respect to the first input batch using an algorithm configured to generate a disparity image, the first output batch including one or more first output images; receiving a second input batch corresponding to the first input batch, the second input batch including one or more second images having viewpoints that are different from viewpoints of the one or more first images; generating a test batch based on the first output batch and the second input batch, the test batch including one or more test images; and updating the algorithm based on a difference between the first input batch and the test batch.

    Apparatus and method with video processing

    公开(公告)号:US12244848B2

    公开(公告)日:2025-03-04

    申请号:US18093377

    申请日:2023-01-05

    Abstract: Disclosed are an apparatus and method with video processing. A computing apparatus includes one or more processors and storage storing instructions configured to, when executed by the one or more processors, cause the one or more processors to: generate cluster maps using clusters generated by performing clustering, wherein the generating the cluster maps performed based on a reference frame of a video generated based on a previous point in time of the video, generate a predicted frame by performing motion compensation based on the cluster maps, and generate a decoded frame by performing decoding based on the current frame and the predicted frame.

    Method and apparatus with image depth estimation

    公开(公告)号:US11727591B2

    公开(公告)日:2023-08-15

    申请号:US17116063

    申请日:2020-12-09

    Abstract: A method and apparatus with image depth estimation are provided. The method includes obtaining a first statistical value associated with a depth for each of plural pixels included in an input image based on a first channel of output data obtained by applying the input image to a neural network, obtaining a second statistical value associated with a depth for each of the plural pixels in the input image based on a second channel of the output data, and estimating depth information of each of the plural pixels in the input image based on the first statistical value and the second statistical value. The neural network may be trained based on a probability distribution for a depth of each pixel in an image based on a first statistical value and a second statistical value that are obtained corresponding to an image with predetermined depth information in the training data.

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