LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes

Author:

Alt Benjamin1,Kunz Christian2,Katic Darko1,Younis Rayan3,Jakel Rainer1,Muller-Stich Beat Peter3,Wagner Martin3,Mathis-Ullrich Franziska2

Affiliation:

1. B. Alt, D. Katic and R. Jäkel are with Artiminds Robotics GmbH,Karlsruhe,Germany,76131

2. Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology,Karlsruhe,Germany,76131

3. Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital,Heidelberg,Germany,69120

Publisher

IEEE

Reference23 articles.

1. Segmentation and labelling of intraoperative laparoscopic images using structure from point cloud;haouchine;2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI),0

2. Endoscopic Vision Challenge 2021: HeiChole Surgical Workflow Analysis and Full Scene Segmentation (HeiSurF);bodenstedt,2021

3. CloudCompare,0

4. Pointnet++: Deep hierarchical feature learning on point sets in a metric space;qi;Adv Neural Inf Process Syst,2017

5. Pointnet: Deep learning on point sets for 3d classification and segmentation;qi;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,0

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