DATA AUGMENTATION FOR OCCLUSION HANDLING IN FEATURE EXTRACTION

    公开(公告)号:US20240233339A1

    公开(公告)日:2024-07-11

    申请号:US18325182

    申请日:2023-05-30

    CPC classification number: G06V10/774 G06V20/176

    Abstract: Example systems and methods for data augmentation for occlusion handling in feature extraction are provided. An example method involves accessing a geospatial image depicting an occludable landcover feature; augmenting the geospatial image with a simulated occluding landcover feature to generate an occluding feature-augmented geospatial image, wherein the simulated occluding landcover feature partially occludes the occludable landcover feature as depicted in the geospatial image; and training a machine learning model, using the occluding feature-augmented geospatial image, to extract geometric representations of occludable landcover features as depicted in geospatial imagery.

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