paper-with-me

4D-OR

홈페이지 · 논문 11편

4D-OR includes a total of 6734 scenes, recorded by six calibrated RGB-D Kinect sensors 1 mounted to the ceiling of the OR, with one frame-per-second, providing synchronized RGB and depth images. We provide fused point cloud sequences of entire scenes, automatically annotated human 6D poses and 3D bounding boxes for OR objects. Furthermore, we provide SSG annotations for each step of the surgery together with the clinical roles of all the humans in the scenes, e.g., nurse, head surgeon, anesthesiologist.

ImagesVideosGraphs3DPoint cloudMedicalTime seriesRGB-DRGB Video English

벤치마크

Scene Graph Generation on 4D-OR 결과 15개
Video Panoptic Segmentation on 4D-OR 결과 6개
2D Panoptic Segmentation on 4D-OR 결과 1개