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Zixin Yang
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Publications (4)
Proceedings Article | 29 March 2024 Poster + Paper
Comparative analysis of non-rigid registration techniques for liver surface registration
Bipasha Kundu, Zixin Yang, Richard Simon, Cristian Linte
Proceedings Volume 12928, 129282B (2024) https://doi.org/10.1117/12.3008594
KEYWORDS: Liver, Deformation, Image registration, Visibility, Navigation systems, Mathematical optimization, Finite element methods, Data modeling, Tissues
SPIE Journal Paper | 14 July 2023
Disparity refinement framework for learning-based stereo matching methods in cross-domain setting for laparoscopic images
Zixin Yang, Richard Simon, Cristian Linte
JMI, Vol. 10, Issue 04, 045001, (July 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.4.045001
KEYWORDS: Endoscopy, Education and training, Laparoscopy, Light sources and illumination, Error analysis, Equipment, Surgery, Data modeling, Natural surfaces, Interpolation
Proceedings Article | 3 April 2023 Presentation + Paper
A disparity refinement framework for learning-based stereo matching methods in cross-domain setting for laparoscopic images
Zixin Yang, Richard Simon, Cristian Linte
Proceedings Volume 12466, 1246607 (2023) https://doi.org/10.1117/12.2654804
KEYWORDS: Education and training, Laparoscopy, Visualization, Endoscopy, Light sources and illumination, Biomedical applications, Error analysis, Surgery, Cameras, Windows
Proceedings Article | 4 April 2022 Paper
A weakly supervised learning approach for surgical instrument segmentation from laparoscopic video sequences
Zixin Yang, Richard Simon, Cristian Linte
Proceedings Volume 12034, 120341U (2022) https://doi.org/10.1117/12.2610778
KEYWORDS: Image segmentation, Video, Machine learning, Laparoscopy, Binary data, Video processing, Robotics, Neural networks, Computer programming, RGB color model
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