IMAGE PROCESSING METHOD AND SYSTEM FOR IDENTIFYING A FEATURE WITHIN A SCENE

    公开(公告)号:US20250061706A1

    公开(公告)日:2025-02-20

    申请号:US18452299

    申请日:2023-08-18

    Abstract: A computing device, method and computer program product are provided to identify a feature. In a method, images are captured at different points in time and space and a reference plane is defined in a reference frame. The method includes applying image warping to map a plurality of reference points of a respective image in a sensor plane to corresponding reference points of the reference plane and mapping pixel coordinates for a plurality of pixels of the reference plane to the respective image based upon a positional relationship between the reference plane and a representation of the respective image established by having applied image warping to the respective image. The method further includes interpolating from pixels of the respective image to pixels at the pixel coordinates of the reference plane to generate an interpolated representation of the respective image that is then used to identify the feature within the scene.

    Laser scanner with ultrawide-angle lens camera for registration

    公开(公告)号:US12229975B2

    公开(公告)日:2025-02-18

    申请号:US17379268

    申请日:2021-07-19

    Inventor: Jafar Parian

    Abstract: According to one or more embodiments, a method includes capturing a first three-dimensional (3D) point cloud and a second 3D point cloud. Each of the 3D point clouds includes a plurality 3D coordinates corresponding to one or more objects scanned in a surrounding environment. The first 3D point cloud and the second 3D point cloud capturing at least one overlapping portion. Further, the method includes capturing a first ultrawide-angle image and a second ultrawide-angle image of the surrounding environment, the first ultrawide-angle image captures color information of the first 3D point cloud, and the second ultrawide-angle image captures color information of the second 3D point cloud. The method further includes registering the first 3D point cloud and the second 3D point cloud by mapping one or more features from the first ultrawide-angle image and the second ultrawide-angle image.

    Method, computer program, computer program product and system for representing visual information

    公开(公告)号:US12174922B2

    公开(公告)日:2024-12-24

    申请号:US17413321

    申请日:2019-12-11

    Applicant: Sparsit AB

    Abstract: The present disclosure relates to a computer implemented method for representing a data set comprising at least one n dimensional data element representing visual information, said method comprising obtaining (210) said data set, obtaining (220) a dictionary ensemble comprising a plurality of dictionaries each comprising at least one basis function (102), assigning (230) each at least one data element to a dictionary, wherein a set of basis functions represents an m dimensional transformation domain, transforming (240) the at least one data element with the corresponding dictionary of basis functions to the transformation domain wherein each data element is defined by an associated coefficient set, sparsifying (250) the coefficient sets, forming (260) the representation of the visual information comprising a coefficient data set and the corresponding dictionaries.

    Agilegan-based refinement method and framework for consistent texture generation

    公开(公告)号:US12169907B2

    公开(公告)日:2024-12-17

    申请号:US17534631

    申请日:2021-11-24

    Applicant: Lemon Inc.

    Abstract: Methods and systems for generating a texturized image are disclosed. Some examples may include: receiving an input image, receiving an exemplar texture image, generating, using an encoder, a first latent code vector representation based on the input image, generating, using a generative adversarial network generator, a second latent code vector representation based on the exemplar texture image, blending the first latent code vector representation and the second latent code vector representation to obtain a blended latent code vector representation, generating, by the GAN generator, a texturized image based on the blended latent code vector representation and providing the texturized image as an output image.

    IMAGE PERSPECTIVE RECTIFICATION SYSTEM

    公开(公告)号:US20240386537A1

    公开(公告)日:2024-11-21

    申请号:US18197427

    申请日:2023-05-15

    Inventor: Jie ZOU

    Abstract: Disclosed herein are system, method, and computer program product embodiments for an image rectification system. An embodiment operates by receiving an image of a physical object comprising graphical data having an undefined perspective distortion. It is determined that an image transformation is to be performed on the received image. The image is provided to a neural network configured to generate a plurality of transformation parameters corresponding to the perspective distortion. The neural network is trained on a set of training data including a first set of images including objects having similar graphical data, to the received image, in a readable orientation, and a second set of images with a known perspective transformation. The image transformation is performed on the received image, based on the values for the plurality of transformation parameters, to generate a rectified image with the graphical data oriented within a readable threshold.

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