Multi-Task Learning and Multimodal Fusion for Road Segmentation

The road segmentation task is to extract the road surface from the image at pixel level. In road segmentation for remote sensing images, deep learning-based methods have shown high-quality results in various scenarios. However, existing segmentation methods usually produce discontinuous roads, which...

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Bibliographic Details
Main Authors: Bowen Cheng, Miaomiao Tian, Shuai Jiang, Weiwei Liu, Yalong Pang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9713858/