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Performance evaluation and clinical applications of 3D plenoptic cameras

Ryan Decker, Azad Shademan, Justin D. Opfermann, Simon Léonard, Peter C.W. Kim, Axel Krieger

发表年份
2015
引用次数
7

摘要

The observation and 3D quantification of arbitrary scenes using optical imaging systems is challenging, but increasingly necessary in many fields. This paper provides a technical basis for the application of plenoptic cameras in medical and medical robotics applications, and rigorously evaluates camera integration and performance in the clinical setting. It discusses plenoptic camera calibration and setup, assesses plenoptic imaging in a clinically relevant context, and in the context of other quantitative imaging technologies. We report the methods used for camera calibration, precision and accuracy results in an ideal and simulated surgical setting. Afterwards, we report performance during a surgical task. Test results showed the average precision of the plenoptic camera to be 0.90mm, increasing to 1.37mm for tissue across the calibrated FOV. The ideal accuracy was 1.14mm. The camera showed submillimeter error during a simulated surgical task.

关键词

Artificial intelligenceComputer visionComputer scienceContext (archaeology)CalibrationTask (project management)Medical imagingRoboticsCamera resectioningRobot

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