公开(公告)号：US20250117947A1

公开(公告)日：2025-04-10

申请号：US18893037

申请日：2024-09-23

Applicant: NEC Laboratories America, Inc.

Inventor： Abhishek Aich ,  Yumin Suh ,  Samuel Schulter ,  Manyi Yao

IPC: G06T7/11 ,  B60W30/09 ,  G06V10/40 ,  G06V10/764

Abstract: 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.