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Augmented reality for narrow area navigation in jaw surgery: Modified tracking by detection volume subtraction algorithm
Author(s) -
Budhathoki Srijana,
Alsadoon Abeer,
Prasad P.W.C.,
Haddad Sami,
Maag Angelika
Publication year - 2020
Publication title -
the international journal of medical robotics and computer assisted surgery
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.556
H-Index - 53
eISSN - 1478-596X
pISSN - 1478-5951
DOI - 10.1002/rcs.2097
Subject(s) - computer science , computer vision , subtraction , augmented reality , artificial intelligence , overlay , sample (material) , tracking (education) , volume (thermodynamics) , position (finance) , mathematics , psychology , pedagogy , chemistry , physics , arithmetic , finance , chromatography , economics , programming language , quantum mechanics
Background and Aim Jaw surgery based on augmented reality (AR) still has limitations in terms of navigating narrow areas. Surgeons need to avoid nerves, vessels, and teeth in their entirety, not just root canals. Inaccurate positioning of the surgical instrument may lead to positional or navigational errors and can result in cut blood vessels, nerve channels, or root canals. This research aims to decrease the positional error during surgery and improve navigational accuracy by reducing the positional error. Methodology The proposed 2D/3D system tracks the surgical instrument, consisting of the shaft and the cutting element, each part being assigned a different feature description. In the case of the 3D position estimation, the input vector is composed of image descriptors of the instrument and the output value consists of 3D coordinates of the cutter. Results Sample results from a jawbone—maxillary and mandibular jaw—demonstrate that the positional error is reduced. The system, thus, led to an improvement in alignment of the video accuracy by 0.25 to 0.35 mm from 0.40 to 0.55 mm and a decrease in processing time of 11 to 14 frames per second (fps) against 8 to 12 fps of existing solutions. Conclusion The proposed system is focused on overlaying only on the area to be operated on. Thus, this AR‐based study contributes to accuracy in navigation of the deeper anatomical corridors through increased accuracy in positioning of surgical instruments.