Hierarchical Vision Transformer with Channel Attention for RGB-D Image Segmentation

Author:

Yang Yali1,Xu Yuanping1,Zhang Chaolong2,Xu Zhijie2,Huang Jian1

Affiliation:

1. School of Software Engineering, Chengdu University of Information Technology, China

2. School of Computing and Engineering, University of Huddersfield, UK

Funder

NSFC

the Sichuan Science and Technology Programs

Publisher

ACM

Reference19 articles.

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2. Dosovitskiy A , Beyer L , Kolesnikov A , An image is worth 16x16 words: Transformers for image recognition at scale[J]. arXiv preprint arXiv:2010.11929 , 2020 . Dosovitskiy A, Beyer L, Kolesnikov A, An image is worth 16x16 words: Transformers for image recognition at scale[J]. arXiv preprint arXiv:2010.11929, 2020.

3. Peng Z , Huang W , Gu S , Conformer : Local Features Coupling Global Representations for Visual Recognition [J]. arXiv preprint arXiv:2105.03889, 2021 . Peng Z, Huang W, Gu S, Conformer: Local Features Coupling Global Representations for Visual Recognition[J]. arXiv preprint arXiv:2105.03889, 2021.

4. Strudel R , Garcia R , Laptev I , Segmenter : Transformer for Semantic Segmentation [J]. arXiv preprint arXiv:2105.05633, 2021 . Strudel R, Garcia R, Laptev I, Segmenter: Transformer for Semantic Segmentation[J]. arXiv preprint arXiv:2105.05633, 2021.

5. Liu Z , Lin Y , Cao Y , Swin transformer: Hierarchical vision transformer using shifted windows[J]. arXiv preprint arXiv:2103.14030 , 2021 . Liu Z, Lin Y, Cao Y, Swin transformer: Hierarchical vision transformer using shifted windows[J]. arXiv preprint arXiv:2103.14030, 2021.

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