Akshay Dudhane

About Akshay Dudhane

Akshay Dudhane, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Indian Institute of Technology Ropar, specializes in the field of Computer Vision, Burst Processing, Medical Image Analysis, Low-level Vision, Image Enhancement.

His recent articles reflect a diverse array of research interests and contributions to the field:

Burst Image Restoration and Enhancement

System and method for burst image restoration and enhancement

Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration

Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based Transformer

Gated multi-resolution transfer network for burst restoration and enhancement

Burstormer: Burst image restoration and enhancement transformer

NTIRE 2023 challenge on stereo image super-resolution: Methods and results

Deep Network for Extremely Low-Resolution Human Action Recognition

Akshay Dudhane Information

University

Position

MBZUAI

Citations(all)

1183

Citations(since 2020)

1151

Cited By

245

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

Indian Institute of Technology Ropar

Google Scholar

View Google Scholar Profile

Akshay Dudhane Skills & Research Interests

Computer Vision

Burst Processing

Medical Image Analysis

Low-level Vision

Image Enhancement

Top articles of Akshay Dudhane

Title

Journal

Author(s)

Publication Date

Burst Image Restoration and Enhancement

IEEE Transactions on Pattern Analysis and Machine Intelligence

Akshay Dudhane

Syed Waqas Zamir

Salman Khan

Fahad Shahbaz Khan

Ming-Husan Yang

2024/1/19

System and method for burst image restoration and enhancement

2024/4/25

Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration

arXiv preprint arXiv:2404.02154

Akshay Dudhane

Omkar Thawakar

Syed Waqas Zamir

Salman Khan

Fahad Shahbaz Khan

...

2024/4/2

Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based Transformer

Wafa Alghallabi

Akshay Dudhane

Waqas Zamir

Salman Khan

Fahad Shahbaz Khan

2023/10/8

Gated multi-resolution transfer network for burst restoration and enhancement

Proceedings of the IEEE/CVF CVPR-2023

Nancy Mehta

Akshay Dudhane

Subrahmanyam Murala

Syed Waqas Zamir

Salman Khan

...

2023/4/13

Burstormer: Burst image restoration and enhancement transformer

Akshay Dudhane

Syed Waqas Zamir

Salman Khan

Fahad Shahbaz Khan

Ming-Hsuan Yang

2023/6/17

NTIRE 2023 challenge on stereo image super-resolution: Methods and results

Longguang Wang

Yulan Guo

Yingqian Wang

Juncheng Li

Shuhang Gu

...

2023

Deep Network for Extremely Low-Resolution Human Action Recognition

Proceedings of the IEEE AVSS-2022

PW Patil

S Chaudhary

S Murala

A Dudhane

2022/12/9

AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility

Accepted in BMVC 2022

Mubashir Noman

Wafa Al Ghallabi

Daniya Najiha

Christoph Mayer

Akshay Dudhane

...

2022/8/14

Multi‐frame based adversarial learning approach for video surveillance

Pattern Recognition

Prashant W Patil

Akshay Dudhane

Sachin Chaudhary

Subrahmanyam Murala

2022/2/1

NTIRE 2022 burst super-resolution challenge

Goutam Bhat

Martin Danelljan

Radu Timofte

Yizhen Cao

Yuntian Cao

...

2022

Adaptive feature consolidation network for burst super-resolution

Nancy Mehta

Akshay Dudhane

Subrahmanyam Murala

Syed Waqas Zamir

Salman Khan

...

2022

DarkGAN: night image enhancement using generative adversarial networks

S Murala

A Dudhane

P Hambarde

P Alaspure

2022/12/20

Motion estimation in hazy videos

Pattern Recognition Letters

Sachin Chaudhary

Akshay Dudhane

Prashant W Patil

Subrahmanyam Murala

Sanjay Talbar

2021/10/1

NTIRE 2021 nonhomogeneous dehazing challenge report

Codruta O Ancuti

Cosmin Ancuti

Florin-Alexandru Vasluianu

Radu Timofte

2021

An unified recurrent video object segmentation framework for various surveillance environments

IEEE Transactions on Image Processing

Prashant W Patil

Akshay Dudhane

Ashutosh Kulkarni

Subrahmanyam Murala

Anil Balaji Gonde

...

2021/9/3

Multi-frame recurrent adversarial network for moving object segmentation

Prashant W Patil

Akshay Dudhane

Subrahmanyam Murala

2021

NTIRE 2019 image dehazing challenge report

Codruta O Ancuti

Cosmin Ancuti

Radu Timofte

Luc Van Gool

Lei Zhang

...

2019

Learning-based methods for single image haze removal

Akshay Dudhane

2021/7/23

Deep adversarial network for scene independent moving object segmentation

IEEE Signal Processing Letters

Prashant W Patil

Akshay Dudhane

Subrahmanyam Murala

Anil Balaji Gonde

2021/2/12

See List of Professors in Akshay Dudhane University(Indian Institute of Technology Ropar)

Co-Authors

H-index: 157
Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

H-index: 61
Salman Khan

Salman Khan

Australian National University

H-index: 40
Sunil Gupta

Sunil Gupta

Deakin University

H-index: 39
Abhinav Dhall

Abhinav Dhall

Monash University

H-index: 36
Subrahmanyam Murala

Subrahmanyam Murala

Indian Institute of Technology Ropar

H-index: 15
Prashant W. Patil

Prashant W. Patil

Indian Institute of Technology Ropar

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