Enhancement of X-ray Fluoroscopy Image Sequences using Temporal Recursive Filtering and Motion Compensation
Independent thesis Basic level (professional degree), 20 credits / 30 HE creditsStudent thesis
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.
Place, publisher, year, edition, pages
Institutionen för medicinsk teknik , 2006. , 93 p.
Fluoroscopy, image enhancement, recursive filtering, motion compensation
Medical Laboratory and Measurements Technologies
IdentifiersURN: urn:nbn:se:liu:diva-6494ISRN: LiTH-IMT/MI20-EX--06/427--SEOAI: oai:DiVA.org:liu-6494DiVA: diva2:21841
Subject / course
Computer Vision Laboratory
2006-03-07, IMT1, HU, Linköping, 10:15
Andersson, MatsWärnberg, Bo