Non-Homogeneous Image Dehazing Model Based on Vision Transformer Shunt Self-Attention Aggregation

This study introduces an innovative dehazing technique utilizing a Vision Transformer to mitigate the image quality degradation caused by non-homogeneous haze in real-world environments. Initially, the model employs convolutional layers to augment the channel dimensions of the input image, enabling...

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Bibliographic Details
Main Authors: Zhigang Zhang, Byung-Won Min, Zijiao Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11028993/
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