Concepedia

Single Encoder and Decoder-Based Transformer Fusion with Deep Residual Attention for Restoration of Degraded Images and Clear Visualization in Adverse Weather Conditions

Sahadeb Shit, Bappadittya Roy, Dibyendu Das, Dip Narayan Ray

Arabian Journal for Science and Engineering · 2023 · 15 citations · 34 references

Concepts

ComputingComputer ScienceComputer VisionMachine VisionSensor FusionDigital Image ProcessingFeature-level FusionImage FusionImage PreprocessingImage ReconstructionImage RestorationAttention-based Image FusionConvolutional Neural Network-based Image FusionDeep Learning-based Image FusionDeep Learning-based Image RestorationImage DeblurringImage DehazingImage Feature Fusion

References

34

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

Computing, Computer Science, Computer Vision +16

Single Image Haze Removal Using Dark Channel Prior

Kaiming He, Jian Sun · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 6.1K citations

Arts, Computer Science, Computer Vision +15

SwinIR: Image Restoration Using Swin Transformer

Jingyun Liang, Jiezhang Cao, Guolei Sun et al. · 2021 · 4.2K citations

Computing, Computer Science, Computer Vision +16

DehazeNet: An End-to-End System for Single Image Haze Removal

Bolun Cai, Xiangmin Xu, Kui Jia et al. · IEEE Transactions on Image Processing · 2016 · 3.3K citations · Full text

Computing, Computer Science, Computer Vision +16

A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior

Qingsong Zhu, Jiaming Mai, Ling Shao · IEEE Transactions on Image Processing · 2015 · 2.4K citations · Full text

Natural Sciences, Computer Science, Atmospheric Science +15