Visual attention network

Abstract While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm. However, the 2D nature of images brings three challenges for applying self-attention in computer vision: (1) treating images as 1D sequenc...

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Bibliographic Details
Main Authors: Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Computational Visual Media
Subjects:
Online Access:https://doi.org/10.1007/s41095-023-0364-2