Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation
文献类型:期刊论文
作者 | Zhen-Liang Ni3,4; Gui-Bin Bian3,4; Zhen Li4; Xiao-Hu Zhou4; Rui-Qi Li3,4; Zeng-Guang Hou1,2,3,4 |
刊名 | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
出版日期 | 2022-02-28 |
页码 | 1 |
关键词 | Surgical Image Segmentation Space Squeeze Reasoning Bilinear Feature Fusion |
DOI | 10.1109/JBHI.2022.3154925 |
文献子类 | 期刊论文 |
英文摘要 | Surgical image segmentation is critical for surgical robot control and computer-assisted surgery. In the surgical scene, the local features of objects are highly similar, and the illumination interference is strong, which makes surgical image segmentation challenging. To address the above issues, a bilinear squeeze reasoning network is proposed for surgical image segmentation. In it, the space squeeze reasoning module is proposed, which adopts height pooling and width pooling to squeeze global contexts in the vertical and horizontal directions, respectively. |
语种 | 英语 |
源URL | [http://ir.ia.ac.cn/handle/173211/48682] |
专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队 |
通讯作者 | Gui-Bin Bian; Zeng-Guang Hou |
作者单位 | 1.the CAS Center for Excellence in Brain Science and Technology 2.the CAS Center for Excellence in Brain Science and Technology 3.the School of Artificial Intelligence, University of Chinese Academy of Sciences 4.the State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences |
推荐引用方式 GB/T 7714 | Zhen-Liang Ni,Gui-Bin Bian,Zhen Li,et al. Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation[J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS,2022:1. |
APA | Zhen-Liang Ni,Gui-Bin Bian,Zhen Li,Xiao-Hu Zhou,Rui-Qi Li,&Zeng-Guang Hou.(2022).Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation.IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS,1. |
MLA | Zhen-Liang Ni,et al."Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation".IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2022):1. |
入库方式: OAI收割
来源:自动化研究所
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