Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation

This thesis consider enhancement of X-ray fluoroscopy image sequences. The purpose is to investigate the possibilities to improve the image enhancement in Biplanar 500, a fluoroscopy system developed by Swemac Medical Appliances, for use in orthopedic surgery. An algorithm based on recursive filteri...

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Main Author: Forsberg, Anni
Format: Others
Language:English
Published: Linköpings universitet, Medicinsk informatik 2006
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-6494
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spelling ndltd-UPSALLA1-oai-DiVA.org-liu-64942013-01-08T13:44:06ZEnhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion CompensationengForsberg, AnniLinköpings universitet, Medicinsk informatikLinköpings universitet, Tekniska högskolanInstitutionen för medicinsk teknik2006Fluoroscopyimage enhancementrecursive filteringmotion compensationMedical engineeringMedicinsk teknikThis thesis consider enhancement of X-ray fluoroscopy image sequences. The purpose is to investigate the possibilities to improve the image enhancement in Biplanar 500, a fluoroscopy system developed by Swemac Medical Appliances, for use in orthopedic surgery. An algorithm based on recursive filtering, for temporal noise suppression, and motion compensation, for avoidance of motion artifacts, is developed and tested on image sequences from the system. The motion compensation is done both globally, by using the theory of the shift theorem, and locally, by subtracting consecutive frames. Also a new type of contrast adjustment is presented, received with an unlinear mapping function. The result is a noise reduced image sequence that shows no blurring effects upon motion. A brief study of the result shows, that both the image sequences with this algorithm applied and the contrast adjusted images are preferred by orthopedists compared to the present images in the system. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-6494application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Fluoroscopy
image enhancement
recursive filtering
motion compensation
Medical engineering
Medicinsk teknik
spellingShingle Fluoroscopy
image enhancement
recursive filtering
motion compensation
Medical engineering
Medicinsk teknik
Forsberg, Anni
Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
description This thesis consider enhancement of X-ray fluoroscopy image sequences. The purpose is to investigate the possibilities to improve the image enhancement in Biplanar 500, a fluoroscopy system developed by Swemac Medical Appliances, for use in orthopedic surgery. An algorithm based on recursive filtering, for temporal noise suppression, and motion compensation, for avoidance of motion artifacts, is developed and tested on image sequences from the system. The motion compensation is done both globally, by using the theory of the shift theorem, and locally, by subtracting consecutive frames. Also a new type of contrast adjustment is presented, received with an unlinear mapping function. The result is a noise reduced image sequence that shows no blurring effects upon motion. A brief study of the result shows, that both the image sequences with this algorithm applied and the contrast adjusted images are preferred by orthopedists compared to the present images in the system.
author Forsberg, Anni
author_facet Forsberg, Anni
author_sort Forsberg, Anni
title Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
title_short Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
title_full Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
title_fullStr Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
title_full_unstemmed Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
title_sort enhancement of x-ray fluoroscopy image sequences using temporal recursive filtering and motion compensation
publisher Linköpings universitet, Medicinsk informatik
publishDate 2006
url http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-6494
work_keys_str_mv AT forsberganni enhancementofxrayfluoroscopyimagesequencesusingtemporalrecursivefilteringandmotioncompensation
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