DocumentCode :
3195537
Title :
Image Restoration with Intensity Preservation from Fluorescein Angiogram Sequences
Author :
Guo, Xiaoxin ; Xu, Zhiwen ; Che, Xiangjiu ; Hu, Xiaoying
Author_Institution :
Jilin Univ., Changchun
fYear :
2007
fDate :
2-5 July 2007
Firstpage :
288
Lastpage :
291
Abstract :
Intensity degradations are a familiar problem for fluorescein angiogram sequences. In this paper, we attempt to restore a noisy fluorescein angiogram, and to keep the high intensity pixels from degrading. To this end, we incorporate a new constraint, called intensity constraint, to Miller´s regularization formulation with a smoothness constraint. Considering the specified requirement for fluorescein angiograms, we also modify the Q-th order converging algorithm for implementation purpose. In our scheme, including its formulation and implementation, image restoration can not only handle the traditional problems, such as blur and noise, but also achieve an important feature, intensity preservation. The experiments show that our approach has satisfactory results in the two aspects.
Keywords :
diagnostic radiography; fluorescence; image restoration; image sequences; medical image processing; Q-th order converging algorithm; fluorescein angiogram sequences; image restoration; intensity constraint; intensity preservation; noisy fluorescein angiogram; regularization formulation; smoothness constraint; Angiography; Biomedical imaging; Cameras; Degradation; Educational institutions; Fluorescence; Image restoration; Inverse problems; Medical diagnostic imaging; Retina;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
Type :
conf
DOI :
10.1109/ICME.2007.4284643
Filename :
4284643
Link To Document :
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