Image Outpainting

Image Outpainting is a subtask in the field of computer vision that aims to predict and generate visual context outside the boundaries of an image, thereby expanding the content area of the image. This task is achieved through autoregressive generative models, which can infer a plausible external environment based on the existing image content, thus enhancing the realism and integrity of the image. Its application value is extensive, including image restoration, virtual reality scene construction, and creative design.