AI based Technology for Underwater Varicolored Video Restoration and Object Detection

A Research Initiative under Deep Ocean Mission

Ministry of Earth Sciences, Government of India

Publications

Our research has been published in several peer-reviewed journals and conference proceedings. Here are some of our key publications:

Conference Paper

Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

MD Raqib Khan, Anshul Negi, Ashutosh Kulkarni, Shruti S. Phutke, Santosh Kumar Vipparth, and Subrahmanyam Murala1

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

2025

PDF Code
Conference Paper

USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement

Priyanka Mishra, Nancy Mehta, Santosh Kumar Vipparthi, Subrahmanyam Murala

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

2025

PDF Code
Conference Paper

Frequency Modulated Deformable Transformer for Underwater Image Enhancement

Adinath Dukre, Vivek Deshmukh, Ashutosh Kulkarni, Shruti Phutke, Santosh Kumar Vipparthi, Anil B. Gonde & Subrahmanyam Murala

International Conference on Pattern Recognition (ICPR)

2025

PDF Code
Conference Paper

ACFTNet: Attentive Color Fusion Transformer Network (ACFTNet) for Underwater Image Enhancement

Mohd Ubaid Wani, Md Raqib Khan, Ashutosh Kulkarni, Shruti S. Phutke, Santosh Kumar Vipparthi & Subrahmanyam Murala

International Conference on Pattern Recognition (ICPR)

2024

PDF Code
Workshop Paper

U-ENHANCE: Underwater Image Enhancement Using Wavelet Triple Self-Attention

Priyanka Mishra, Santosh Kumar Vipparthi, Subrahmanyam Murala

Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops

2024

PDF Code
Conference Paper

Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement

Raqib Khan, Priyanka Mishra, Nancy Mehta, Shruti S. Phutke, Santosh Kumar Vipparthi, Sukumar Nandi, and Subrahmanyam Murala

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

2024

PDF
Conference Paper

Underwater Image Enhancement with Phase Transfer and Attention

MD Raqib Khan, Ashutosh Kulkarni, Shruti S. Phutke and Subrahmanyam Murala

International Joint Conference on Neural Networks (IJCNN)

2023

PDF

© 2025 Underwater Image Enhancement Project