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...

Full description

Saved in:

Bibliographic Details
Published in:	Computational visual media (Beijing) 2022-09, Vol.8 (3), p.331-368
Main Authors:	Guo, Meng-Hao, Xu, Tian-Xing, Liu, Jiang-Jiang, Liu, Zheng-Ning, Jiang, Peng-Tao, Mu, Tai-Jiang, Zhang, Song-Hai, Martin, Ralph R., Cheng, Ming-Ming, Hu, Shi-Min
Format:	Article
Language:	English
Subjects:	Artificial Intelligence Computer Graphics Computer Science Computer vision Deep learning Image classification Image processing Image Processing and Computer Vision Image segmentation Neural networks Object recognition Review Article Semantics User Interfaces and Human Computer Interaction Video data Visual aspects Visual tasks
Citations:	Items that this one cites Items that cite this one
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!