Title :
Enhancement and associative restoration of electronic portal images in radiotherapy
Author :
Krell, G. ; Tizhoosh, H.R. ; Lilienblum, T. ; Moore, C.J. ; Michaelis, B.
Author_Institution :
Inst. for Meas. Technol. & Electron., Magdeburg Univ., Germany
Abstract :
The Electronic Portal Imaging Device (EPID) uses a high-energy treatment beam to project the body interior of a patient on to a fluorescent screen that is scanned by a camera. Because of the imaging physics, the unprocessed images are very poor in quality. This paper presents an approach that combines an associative restoration algorithm with a fuzzy image enhancement technique. By fusing the electronic portal image with a pre-treatment captured simulator image, a higher image quality than by conventional techniques is achieved
Keywords :
associative processing; content-addressable storage; diagnostic radiography; fuzzy logic; image enhancement; image restoration; medical image processing; radiation therapy; sensor fusion; Electronic Portal Imaging Device; associative restoration algorithm; camera; fluorescent screen scanning; fuzzy image enhancement technique; high-energy treatment beam; image projection; image quality; imaging physics; patient body interior; pre-treatment captured simulator image; radiotherapy; Associative memory; Biomedical imaging; Energy measurement; Image enhancement; Image restoration; Medical diagnostic imaging; Medical treatment; Physics; Portals; Shape;
Conference_Titel :
Computer-Based Medical Systems., 1997. Proceedings., Tenth IEEE Symposium on
Conference_Location :
Maribor
Print_ISBN :
0-8186-7928-X
DOI :
10.1109/CBMS.1997.596417