A dual-encoder feature attention network for surgical instrument segmentation

Author:

Lei Yang, ,Yuge Gu,Guibin Bian,Yanhong Liu

Publisher

Aerospace Information Research Institute, Chinese Academy of Sciences

Subject

Artificial Intelligence,Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Human-Computer Interaction

Reference45 articles.

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2. Allan M,Shvets A,Kurmann T,Zhang Z C,Duggal R,Su Y H,Rieke N,Laina I,Kalavakonda N,Bodenstedt S,Herrera L,Li W Q, Iglovikov V,Luo H L,Yang J,Stoyanov D,Maier-Hein L, Speidel S and Azizian M. 2019. 2017 robotic instrument segmentation challenge[EB/OL].[2022-08-15]. https://arxiv.org/pdf/1902.06426.pdf

3. Badrinarayanan V,Kendall A and Cipolla R. 2017. SegNet:a deep convolutional encoder-decoder architecture for image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (12):2481-2495[DOI:10.1109/TPAMI.2016.2644615]

4. Bouget D,Allan M,Stoyanov D and Jannin P. 2017. Vision-based and marker-less surgical tool detection and tracking:a review of the literature. Medical Image Analysis,35:633-654[DOI:10.1016/j.media.2016.09.003]

5. Chen L C,Papandreou G,Kokkinos I,Murphy K and Yuille A L. 2016. Semantic image segmentation with deep convolutional nets and fully connected CRFs[EB/OL].[2022-08-15]. https://arxiv.org/pdf/1412.7062.pdf

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