Joint dual-teacher distillation and unsupervised fusion for unpaired real-world image dehazing

Abstract Existing learning-based dehazing algorithms struggle to deal with real world hazy images for lack of paired clean data. Moreover, most dehazing methods require significant computation and memory. To address the above problems, we propose a joint dual-teacher knowledge distillation and unsup...

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Bibliographic Details
Main Authors: Yingxu Qiao, Xiyan Zhan, Fen Luo, Zhanqiang Huo
Format: Article
Language:English
Published: Springer 2024-05-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01468-2