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Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery

Minimally invasive surgery (MIS) minimizes the surgical incisions that need to be made and hence reduces the physical trauma involved during the surgical process. The ultimate goal is to reduce postoperative pain and blood loss as well as to limit the scarring area and hence accelerate recovery. It...

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Autores principales: Kim, Dinh Thai, Nguyen, Van Thang, Cheng, Ching-Hwa, Liu, Don-Gey, Liu, Kai Che Jack, Huang, Kai Che Jack
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304838/
https://www.ncbi.nlm.nih.gov/pubmed/30631411
http://dx.doi.org/10.1155/2018/3654210
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author Kim, Dinh Thai
Nguyen, Van Thang
Cheng, Ching-Hwa
Liu, Don-Gey
Liu, Kai Che Jack
Huang, Kai Che Jack
author_facet Kim, Dinh Thai
Nguyen, Van Thang
Cheng, Ching-Hwa
Liu, Don-Gey
Liu, Kai Che Jack
Huang, Kai Che Jack
author_sort Kim, Dinh Thai
collection PubMed
description Minimally invasive surgery (MIS) minimizes the surgical incisions that need to be made and hence reduces the physical trauma involved during the surgical process. The ultimate goal is to reduce postoperative pain and blood loss as well as to limit the scarring area and hence accelerate recovery. It is therefore of great interest to both the surgeon and the patient. However, a major problem with MIS is that the field of vision of the surgeon is very narrow. We had previously developed and tested an MIS panoramic endoscope (MISPE) that provides the surgeon with a broader field of view. However, one issue with the MISPE was its low rate of video stitching. Therefore, in this paper, we propose using the region of interest in combination with the downsizing technique to improve the image-stitching performance of the MISPE. Experimental results confirm that, by using the proposed method, the image size can be increased by more than 160%, with the image resolution also improving. For instance, we could achieve performance improvements of 10× (CPU) and 23× (GPU) as compared to that of the original method.
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spelling pubmed-63048382019-01-10 Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery Kim, Dinh Thai Nguyen, Van Thang Cheng, Ching-Hwa Liu, Don-Gey Liu, Kai Che Jack Huang, Kai Che Jack J Healthc Eng Research Article Minimally invasive surgery (MIS) minimizes the surgical incisions that need to be made and hence reduces the physical trauma involved during the surgical process. The ultimate goal is to reduce postoperative pain and blood loss as well as to limit the scarring area and hence accelerate recovery. It is therefore of great interest to both the surgeon and the patient. However, a major problem with MIS is that the field of vision of the surgeon is very narrow. We had previously developed and tested an MIS panoramic endoscope (MISPE) that provides the surgeon with a broader field of view. However, one issue with the MISPE was its low rate of video stitching. Therefore, in this paper, we propose using the region of interest in combination with the downsizing technique to improve the image-stitching performance of the MISPE. Experimental results confirm that, by using the proposed method, the image size can be increased by more than 160%, with the image resolution also improving. For instance, we could achieve performance improvements of 10× (CPU) and 23× (GPU) as compared to that of the original method. Hindawi 2018-12-04 /pmc/articles/PMC6304838/ /pubmed/30631411 http://dx.doi.org/10.1155/2018/3654210 Text en Copyright © 2018 Dinh Thai Kim et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kim, Dinh Thai
Nguyen, Van Thang
Cheng, Ching-Hwa
Liu, Don-Gey
Liu, Kai Che Jack
Huang, Kai Che Jack
Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title_full Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title_fullStr Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title_full_unstemmed Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title_short Speed Improvement in Image Stitching for Panoramic Dynamic Images during Minimally Invasive Surgery
title_sort speed improvement in image stitching for panoramic dynamic images during minimally invasive surgery
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304838/
https://www.ncbi.nlm.nih.gov/pubmed/30631411
http://dx.doi.org/10.1155/2018/3654210
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