Attention mechanisms in computer vision: A survey
Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this aspect of the human visual system. Such an attention mechanism can be regarded as a dynamic weight adju...
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| Veröffentlicht in: | Computational visual media (Beijing) Jg. 8; H. 3; S. 331 - 368 |
|---|---|
| Hauptverfasser: | , , , , , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Beijing
Tsinghua University Press
01.09.2022
Springer Nature B.V |
| Schlagworte: | |
| ISSN: | 2096-0433, 2096-0662 |
| Online-Zugang: | Volltext |
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| Abstract | Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this aspect of the human visual system. Such an attention mechanism can be regarded as a dynamic weight adjustment process based on features of the input image. Attention mechanisms have achieved great success in many visual tasks, including image classification, object detection, semantic segmentation, video understanding, image generation, 3D vision, multimodal tasks, and self-supervised learning. In this survey, we provide a comprehensive review of various attention mechanisms in computer vision and categorize them according to approach, such as channel attention, spatial attention, temporal attention, and branch attention; a related repository
https://github.com/MenghaoGuo/Awesome-Vision-Attentions
is dedicated to collecting related work. We also suggest future directions for attention mechanism research. |
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| AbstractList | Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this aspect of the human visual system. Such an attention mechanism can be regarded as a dynamic weight adjustment process based on features of the input image. Attention mechanisms have achieved great success in many visual tasks, including image classification, object detection, semantic segmentation, video understanding, image generation, 3D vision, multimodal tasks, and self-supervised learning. In this survey, we provide a comprehensive review of various attention mechanisms in computer vision and categorize them according to approach, such as channel attention, spatial attention, temporal attention, and branch attention; a related repository
https://github.com/MenghaoGuo/Awesome-Vision-Attentions
is dedicated to collecting related work. We also suggest future directions for attention mechanism research. Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this aspect of the human visual system. Such an attention mechanism can be regarded as a dynamic weight adjustment process based on features of the input image. Attention mechanisms have achieved great success in many visual tasks, including image classification, object detection, semantic segmentation, video understanding, image generation, 3D vision, multimodal tasks, and self-supervised learning. In this survey, we provide a comprehensive review of various attention mechanisms in computer vision and categorize them according to approach, such as channel attention, spatial attention, temporal attention, and branch attention; a related repository https://github.com/MenghaoGuo/Awesome-Vision-Attentions is dedicated to collecting related work. We also suggest future directions for attention mechanism research. |
| Author | Liu, Jiang-Jiang Martin, Ralph R. Cheng, Ming-Ming Mu, Tai-Jiang Xu, Tian-Xing Guo, Meng-Hao Jiang, Peng-Tao Liu, Zheng-Ning Zhang, Song-Hai Hu, Shi-Min |
| Author_xml | – sequence: 1 givenname: Meng-Hao surname: Guo fullname: Guo, Meng-Hao organization: BNRist, Department of Computer Science and Technology, Tsinghua University – sequence: 2 givenname: Tian-Xing surname: Xu fullname: Xu, Tian-Xing organization: BNRist, Department of Computer Science and Technology, Tsinghua University – sequence: 3 givenname: Jiang-Jiang surname: Liu fullname: Liu, Jiang-Jiang organization: TKLNDST, College of Computer Science, Nankai University – sequence: 4 givenname: Zheng-Ning surname: Liu fullname: Liu, Zheng-Ning organization: BNRist, Department of Computer Science and Technology, Tsinghua University – sequence: 5 givenname: Peng-Tao surname: Jiang fullname: Jiang, Peng-Tao organization: TKLNDST, College of Computer Science, Nankai University – sequence: 6 givenname: Tai-Jiang surname: Mu fullname: Mu, Tai-Jiang organization: BNRist, Department of Computer Science and Technology, Tsinghua University – sequence: 7 givenname: Song-Hai surname: Zhang fullname: Zhang, Song-Hai organization: BNRist, Department of Computer Science and Technology, Tsinghua University – sequence: 8 givenname: Ralph R. surname: Martin fullname: Martin, Ralph R. organization: School of Computer Science and Informatics, Cardiff University – sequence: 9 givenname: Ming-Ming surname: Cheng fullname: Cheng, Ming-Ming organization: TKLNDST, College of Computer Science, Nankai University – sequence: 10 givenname: Shi-Min surname: Hu fullname: Hu, Shi-Min email: shimin@tsinghua.edu.cn organization: BNRist, Department of Computer Science and Technology, Tsinghua University |
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