PhD Candidate &
Researcher

I'm Md Raqib Khan, a PhD Candidate at Trinity College Dublin specializing in Computer Vision, Stereo Matching, and Depth Estimation.

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Md Raqib Khan

About Me

I am currently pursuing a PhD in Computer Science at Trinity College Dublin, focusing on Stereo Matching and Depth Estimation for advanced robotics, AR, and VR applications.

My research addresses critical challenges in 3D reconstruction and autonomous driving, aiming to develop lightweight deep learning models that enhance accuracy and efficiency. I work under the supervision of Subrahmanyam Murala, Peter Corcoran, and Carol O’Sullivan.

Research Areas

Computer Vision Deep Learning Stereo Matching Depth Estimation Signal Processing

Research & Projects

Phaseformer

Phase-based Attention Mechanism for Underwater Image Restoration and Beyond. Accepted at WACV 2025.

WACV 2025 Underwater Imaging

Spectroformer

Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement. Published in WACV 2024.

WACV 2024 Transformer

UIEPTA

Underwater Image Enhancement with Phase Transfer and Attention. Published in IJCNN 2023.

IJCNN 2023 Phase Transfer

Cricket Analytics

AI-Based Ball and Wicket Detection with Pitch Mapping and Impact Analysis. Real-time tracking and analytics for cricket.

Computer Vision Sports Analytics

Selected Publications

  • Phase-based Attention Mechanism for Underwater Image Restoration and Beyond
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)
  • ACFTNet: Attentive Color Fusion Transformer Network for Underwater Image Enhancement
    International Conference on Pattern Recognition (ICPR 2025)
  • NTIRE 2024 Image Shadow Removal Challenge Report
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024) Workshops
  • Spectroformer: Multi-domain query cascaded transformer network for underwater image enhancement
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)
  • TransWaveNet: Transformer for Underwater Image Restoration with Wavelets
    IEEE Transactions on Artificial Intelligence 2025
  • Inclusive STEAM Education: A Framework for Teaching Coding and Robotics to Students with Visual Impairment
    Recent Research

Get In Touch

I'm always open to discussing new projects, creative ideas or opportunities to be part of your visions.

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