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Gaze gesture based human robot interaction for laparoscopic surgery
- Publication Year :
- 2017
- Publisher :
- Elsevier, 2017.
-
Abstract
- While minimally invasive surgery offers great benefits in terms of reduced patient trauma, bleeding, as well as faster recovery time, it still presents surgeons with major ergonomic challenges. Laparoscopic surgery requires the surgeon to bimanually control surgical instruments during the operation. A dedicated assistant is thus required to manoeuvre the camera, which is often difficult to synchronise with the surgeon’s movements. This article introduces a robotic system in which a rigid endoscope held by a robotic arm is controlled via the surgeon’s eye movement, thus forgoing the need for a camera assistant. Gaze gestures detected via a series of eye movements are used to convey the surgeon’s intention to initiate gaze contingent camera control. Hidden Markov Models (HMMs) are used for real-time gaze gesture recognition, allowing the robotic camera to pan, tilt, and zoom, whilst immune to aberrant or unintentional eye movements. A novel online calibration method for the gaze tracker is proposed, which overcomes calibration drift and simplifies its clinical application. This robotic system has been validated by comprehensive user trials and a detailed analysis performed on usability metrics to assess the performance of the system. The results demonstrate that the surgeons can perform their tasks quicker and more efficiently when compared to the use of a camera assistant or foot switches.
- Subjects :
- Technology
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
ComputerApplications_COMPUTERSINOTHERSYSTEMS
EYE
Computer Science, Artificial Intelligence
09 Engineering
TRACKING
Engineering
Gaze gestures
Minimally invasive surgery
VALIDITY
Engineering, Biomedical
CALIBRATION
Science & Technology
Gaze-contingent control
Radiology, Nuclear Medicine & Medical Imaging
Robotic surgery
Online calibration
CONSTRUCT
11 Medical And Health Sciences
FRAMEWORK
Nuclear Medicine & Medical Imaging
Computer Science
Computer Science, Interdisciplinary Applications
Eye-tracking
Life Sciences & Biomedicine
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.od......1032..de4f215deb46a8411b431fcb8c1885f5