Web: http://arxiv.org/abs/2205.04639

May 11, 2022, 1:10 a.m. | Xiaochun Lei, Linjun Lu, Zetao Jiang, Gongzao Ting, Chang Lu, Jiaming Liang

cs.CV updates on arXiv.org arxiv.org

Semantic segmentation is applied extensively in autonomous driving and
intelligent transportation with methods that highly demand spatial and semantic
information. Here, an STDC-MA network is proposed to meet these demands. First,
the STDC-Seg structure is employed in STDC-MA to ensure a lightweight and
efficient structure. Subsequently, the feature alignment module (FAM) is
applied to understand the offset between high-level and low-level features,
solving the problem of pixel offset related to upsampling on the high-level
feature map. Our approach implements the …

arxiv cv network segmentation semantic

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