A novel solution of using mixed reality in bowel and oral and maxillofacial surgical telepresence: 3D mean value cloning algorithm

Arjina Maharjan, Abeer Alsadoon, P. W.C. Prasad, Nada AlSallami, Tarik A. Rashid, Ahmad Alrubaie, Sami Haddad

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

Background and aim: Most of the mixed reality models used in the surgical telepresence are suffering from the discrepancies in the boundary area and spatial–temporal inconsistency due to the illumination variation in the video frames. The aim behind this work is to propose a new solution that helps produce the composite video by merging the augmented video of the surgery site and virtual hand of the remote expertise surgeon. The purpose of the proposed solution is to decrease the processing time and enhance the accuracy of merged video by decreasing the overlay and visualization error and removing occlusion and artefacts.

Methodology: The proposed system enhanced mean-value cloning algorithm that helps to maintain the spatial–temporal consistency of the final composite video. The enhanced algorithm includes the three-dimensional mean-value coordinates and improvised mean-value interpolant in the image cloning process, which helps to reduce the sawtooth, smudging and discolouration artefacts around the blending region.

Results: The accuracy in terms of overlay error of the proposed solution is improved from 1.01 to 0.80 mm, whereas the accuracy in terms of visualization error is improved from 98.8% to 99.4%. The processing time is reduced to 0.173 s from 0.211 s. The processing time and the accuracy of the proposed solution are enhanced as compared to the state-of-art solution.

Conclusion: Our solution helps make the object of interest consistent with the light intensity of the target image by adding the space distance that helps maintain the spatial consistency in the final merged video.

Original languageEnglish
Article numbere2224
Number of pages19
JournalInternational Journal of Medical Robotics and Computer Assisted Surgery
Volume17
Issue number4
Early online date10 Jan 2021
DOIs
Publication statusPublished - Aug 2021

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