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Analysis and Design of Surgical Instrument Localization Algorithm
by
Yin, Zhengtong
, Yin, Lirong
, Yang, Jun
, Yang, Bo
, Liu, Mingzhe
, Zheng, Wenfeng
, Lu, Siyu
in
20th century
/ Accuracy
/ Algorithms
/ Artificial intelligence
/ Calibration
/ Cameras
/ Data analysis
/ Deep learning
/ Design
/ Design analysis
/ Localization
/ Machine learning
/ Medical research
/ Navigation systems
/ Real time
/ Skin
/ Surgery
/ Surgical apparatus & instruments
/ Surgical instruments
/ Time series
2023
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Analysis and Design of Surgical Instrument Localization Algorithm
by
Yin, Zhengtong
, Yin, Lirong
, Yang, Jun
, Yang, Bo
, Liu, Mingzhe
, Zheng, Wenfeng
, Lu, Siyu
in
20th century
/ Accuracy
/ Algorithms
/ Artificial intelligence
/ Calibration
/ Cameras
/ Data analysis
/ Deep learning
/ Design
/ Design analysis
/ Localization
/ Machine learning
/ Medical research
/ Navigation systems
/ Real time
/ Skin
/ Surgery
/ Surgical apparatus & instruments
/ Surgical instruments
/ Time series
2023
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Analysis and Design of Surgical Instrument Localization Algorithm
by
Yin, Zhengtong
, Yin, Lirong
, Yang, Jun
, Yang, Bo
, Liu, Mingzhe
, Zheng, Wenfeng
, Lu, Siyu
in
20th century
/ Accuracy
/ Algorithms
/ Artificial intelligence
/ Calibration
/ Cameras
/ Data analysis
/ Deep learning
/ Design
/ Design analysis
/ Localization
/ Machine learning
/ Medical research
/ Navigation systems
/ Real time
/ Skin
/ Surgery
/ Surgical apparatus & instruments
/ Surgical instruments
/ Time series
2023
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Analysis and Design of Surgical Instrument Localization Algorithm
Journal Article
Analysis and Design of Surgical Instrument Localization Algorithm
2023
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Overview
With the help of surgical navigation system, doctors can operate on patients more intuitively and accurately. The positioning accuracy and real-time performance of surgical instruments are very important to the whole system. In this paper, we analyze and design the detection algorithm of surgical instrument location mark, and estimate the posture of surgical instrument. In addition, we optimized the pose by remapping. Finally, the algorithm of location mark detection proposed in this paper and the posture analysis data of surgical instruments are verified and analyzed through experiments. The final result shows a high accuracy.
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