Yinheng Lin

EndoDDC: Learning Sparse to Dense Reconstruction for Endoscopic Robotic Navigation Via Diffusion Depth Completion

Accurate depth estimation plays a critical role in the navigation of endoscopic surgical robots, forming the foundation for 3D reconstruction and safe instrument guidance. Fine-tuning pretrained models heavily relies on endoscopic surgical datasets with precise depth annotations. While existing self…