Literature DB >> 21147593

Three-dimensional reconstruction of the digestive wall in capsule endoscopy videos using elastic video interpolation.

Alexandros Karargyris1, Nikolaos Bourbakis.   

Abstract

Wireless capsule endoscopy is a revolutionary technology that allows physicians to examine the digestive tract of a human body in the minimum invasive way. Physicians can detect diseases such as blood-based abnormalities, polyps, ulcers, and Crohn's disease. Although this technology is really a marvel of our modern times, currently it suffers from two serious drawbacks: 1) frame rate is low (3 frames/s) and 2) no 3-D representation of the objects is captured from the camera of the capsule. In this paper we offer solutions (methodologies) that deal with each of the above issues improving the current technology without forcing hardware upgrades. These methodologies work synergistically to create smooth and visually friendly interpolated images from consecutive frames, while preserving the structure of the observed objects. They also extract and represent the texture of the surface of the digestive tract in 3-D. Thus the purpose of our methodology is not to reduce the time that the gastroenterologists need to spend to examine the video. On the contrary, the purpose is to enhance the video and therefore improve the viewing of the digestive tract leading to a more qualitative and efficient examination. The proposed work introduces 3-D capsule endoscopy textured results that have been welcomed by Digestive Specialists, Inc., Dayton, OH. Finally, illustrative results are given at the end of the paper.

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Year:  2010        PMID: 21147593     DOI: 10.1109/TMI.2010.2098882

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  8 in total

Review 1.  New vision in video capsule endoscopy: current status and future directions.

Authors:  Laurel R Fisher; William L Hasler
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2012-05-08       Impact factor: 46.802

2.  Use of enhancement algorithm to suppress reflections in 3-D reconstructed capsule endoscopy images.

Authors:  Anastasios Koulaouzidis; Alexandros Karargyris
Journal:  World J Gastrointest Endosc       Date:  2013-09-16

Review 3.  Software for enhanced video capsule endoscopy: challenges for essential progress.

Authors:  Dimitris K Iakovidis; Anastasios Koulaouzidis
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2015-02-17       Impact factor: 46.802

4.  Wireless capsule endoscopy video reduction based on camera motion estimation.

Authors:  Hong Liu; Ning Pan; Heng Lu; Enmin Song; Qian Wang; Chih-Cheng Hung
Journal:  J Digit Imaging       Date:  2013-04       Impact factor: 4.056

5.  Three-dimensional image reconstruction in capsule endoscopy.

Authors:  Anastasios Koulaouzidis; Alexandros Karargyris
Journal:  World J Gastroenterol       Date:  2012-08-21       Impact factor: 5.742

6.  Automatic small bowel tumor diagnosis by using multi-scale wavelet-based analysis in wireless capsule endoscopy images.

Authors:  Daniel C Barbosa; Dalila B Roupar; Jaime C Ramos; Adriano C Tavares; Carlos S Lima
Journal:  Biomed Eng Online       Date:  2012-01-11       Impact factor: 2.819

7.  Real-Time Nonrigid Mosaicking of Laparoscopy Images.

Authors:  Haoyin Zhou; Jagadeesan Jayender
Journal:  IEEE Trans Med Imaging       Date:  2021-06-01       Impact factor: 11.037

Review 8.  Frontiers of robotic endoscopic capsules: a review.

Authors:  Gastone Ciuti; R Caliò; D Camboni; L Neri; F Bianchi; A Arezzo; A Koulaouzidis; S Schostek; D Stoyanov; C M Oddo; B Magnani; A Menciassi; M Morino; M O Schurr; P Dario
Journal:  J Microbio Robot       Date:  2016-05-02
  8 in total

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