Akshay Dudhane

Orcid: 0000-0002-0908-1930

According to our database1, Akshay Dudhane authored at least 53 papers between 2017 and 2026.

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Bibliography

2026
Robust Deepfake Detection, NTIRE 2026 Challenge: Report.
CoRR, April, 2026

Low Light Image Enhancement Challenge at NTIRE 2026.
CoRR, April, 2026

The Fourth Challenge on Image Super-Resolution (⨉4) at NTIRE 2026: Benchmark Results and Method Overview.
CoRR, April, 2026

NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild.
CoRR, April, 2026

2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation.
CoRR, October, 2025

ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks.
CoRR, May, 2025

NTIRE 2025 Challenge on Image Super-Resolution (⨉4): Methods and Results.
CoRR, April, 2025

The Tenth NTIRE 2025 Image Denoising Challenge Report.
CoRR, April, 2025


MPromer: A Unified Diffusion-Based Framework for Scalable and Generalizable Multi-Modal Medical Image Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

KernFusNet: Implicit Kernel Modulation and Fusion for Blind Super-resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Pureformer: Transformer-Based Image Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration.
CoRR, 2024

2023
Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based Transformer.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Burstormer: Burst Image Restoration and Enhancement Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
An End-to-End Network for Image De-Hazing and Beyond.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Multi-frame based adversarial learning approach for video surveillance.
Pattern Recognit., 2022

AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility.
CoRR, 2022

Adaptive Feature Consolidation Network for Burst Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Burst Image Restoration and Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Deep Network for Extremely Low-Resolution Human Action Recognition.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
An Unified Recurrent Video Object Segmentation Framework for Various Surveillance Environments.
IEEE Trans. Image Process., 2021

Deep Adversarial Network for Scene Independent Moving Object Segmentation.
IEEE Signal Process. Lett., 2021

Motion estimation in hazy videos.
Pattern Recognit. Lett., 2021

Multi-frame Recurrent Adversarial Network for Moving Object Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020
End-to-End Recurrent Generative Adversarial Network for Traffic and Surveillance Applications.
IEEE Trans. Veh. Technol., 2020

RYF-Net: Deep Fusion Network for Single Image Haze Removal.
IEEE Trans. Image Process., 2020

Deep Underwater Image Restoration and Beyond.
IEEE Signal Process. Lett., 2020

RescueNet: An unpaired GAN for brain tumor segmentation.
Biomed. Signal Process. Control., 2020

Depth Estimation From Single Image And Semantic Prior.
Proceedings of the IEEE International Conference on Image Processing, 2020

An End-to-End Edge Aggregation Network for Moving Object Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Varicolored Image De-Hazing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DarkGAN: Night Image Enhancement Using Generative Adversarial Networks.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
Cardinal color fusion network for single image haze removal.
Mach. Vis. Appl., 2019

CDNet: Single Image De-Hazing Using Unpaired Adversarial Training.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Motion Saliency Based Generative Adversarial Network for Underwater Moving Object Segmentation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Single Image Depth Estimation Using Deep Adversarial Training.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

RI-GAN: An End-To-End Network for Single Image Haze Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


A Novel Saliency-Based Cascaded Approach for Moving Object Segmentation.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Image and Video Super Resolution using Recurrent Generative Adversarial Network.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Pose Guided Dynamic Image Network for Human Action Recognition in Person Centric Videos.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
C2MSNet: A Novel approach for single image haze removal.
CoRR, 2018

C^2MSNet: A Novel Approach for Single Image Haze Removal.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

LEDNet: Deep Network for Single Image Haze Removal.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Cycle Face Aging Generative Adversarial Networks.
Proceedings of the 13th IEEE International Conference on Industrial and Information Systems, 2018

2017
Multi-Scale Directional Mask Pattern for Medical Image Classification and Retrieval.
Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2017


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