3 papers
cs.CV2026
RPT-SR: Regional Prior attention Transformer for infrared image Super-Resolution
Youngwan Jin, Incheol Park, Yagiz Nalcakan +3
General-purpose super-resolution models, particularly Vision Transformers, have achieved remarkable success but exhibit fundamental inefficiencies in common infrared imaging scenar…
cs.CV2025
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions
Youngwan Jin, Michal Kovac, Yagiz Nalcakan +4
Current autonomous driving algorithms heavily rely on the visible spectrum, which is prone to performance degradation in adverse conditions like fog, rain, snow, glare, and high co…
cs.CV2024
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation
Youngwan Jin, Incheol Park, Hanbin Song +3
This paper proposes Pix2Next, a novel image-to-image translation framework designed to address the challenge of generating high-quality Near-Infrared (NIR) images from RGB inputs.…