Methods and systems for segmentation include encoding an image using a backbone model to generate feature maps. An exit point based on one of the feature maps. The feature maps are processed with a dynamic transformer encoder that includes layers, exiting the dynamic transformer encoder at a layer identified by the exit point. An output of the dynamic transformer encoder is decoded to output a segmentation of the image.


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    Titel :

    EFFICIENT TRANSFORMER-BASED PANOPTIC SEGMENTATION


    Beteiligte:
    AICH ABHISHEK (Autor:in) / SUH YUMIN (Autor:in) / SCHULTER SAMUEL (Autor:in) / YAO MANYI (Autor:in)

    Erscheinungsdatum :

    10.04.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06V



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