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Recent Research

CVPR 2024 • Computational Photography

Real-World Mobile Image Denoising Dataset with Efficient Baselines

A curated dataset that captures the complexity of mobile noise patterns alongside strong baseline models optimized for on-device deployment. The work sets a new foundation for realistic benchmarking and rapid experimentation in mobile imaging pipelines.

arXiv 2025 • Medical Imaging

Bone Substructure Contours for 2D/3D Registration

Contour-based representations that improve registration robustness, enabling precise alignment between intraoperative X-rays and 3D anatomical models. The approach accelerates surgical planning and enhances guidance quality in orthopaedic workflows.

About Roman Flepp

Computer Vision Engineer

I like to build real world applicable systems.

Outside of research, I explore photography. See more on Instagram.