Abstract: A method is provided for the spatial characterization of at least one vehicle image of image information, wherein the image information encompasses the vehicle image of an external vehicle and an environment image of an environment of the external vehicle. The method comprises: determining a bounding box for the vehicle image, in order to use the bounding box for a delimiting of the vehicle image from the environment image, determining a splitting line for the bounding box, in order to use the splitting line for a partitioning of the vehicle image into at least two vehicle sides, determining the spatial characterization with the aid of the bounding box and the splitting line, wherein at least one evaluation means based on machine learning, especially a neural network, is used for the determining of the bounding box and the splitting line.

Abstract: The invention relates to a method for detecting a parking area, in particular for a motor vehicle, having an image capturing device which generates image data of a surrounding area, which image data are evaluated in order to detect a parking area, wherein at least one marker or a plurality of markers of a parking area is or are detected by means of the image data and is or are evaluated and assigned to a parking area which is defined by the at least one marker, wherein, when a parking area is detected, an adjacent area expectation is determined which constitutes a hypothesis that the area adjacent to the detected parking area could also be a parking area, and that the hypothesis is taken into account during the detection of an adjacent parking area.

Abstract: The invention relates to a method for detecting a parking area, in particular for a motor vehicle, having an image capturing device which generates image data of a surrounding area, which image data are evaluated in order to detect a parking area, wherein at least one marker or a plurality of markers of a parking area is or are detected by means of the image data and is or are evaluated and assigned to a parking area which is defined by the at least one marker, wherein, when a parking area is detected, an adjacent area expectation is determined which constitutes a hypothesis that the area adjacent to the detected parking area could also be a parking area, and that the hypothesis is taken into account during the detection of an adjacent parking area.