PGgraf: Pose-Guided generative radiance field for novel-views on X-ray

Key Points

• Novel views are generated from existing X-ray images using pose-guided radiance field techniques, enhancing visualization.
• The study demonstrates improvements in image quality, achieving an increase in resolution by 30% over prior methods.
• Observational analysis using advanced generative modeling helps create realistic visual representations from limited data.
• This research indicates potential for broader applications, requiring further validation in clinical environments.