DocumentCode
1923538
Title
An Enhancement Algorithm Based on Pyramid Structure for Radiographies
Author
Liu, Wei ; Guo, Sen ; Wang, Jian-Hua
Author_Institution
Shenzhen Inst. of Inf. Technol., Shenzhen
Volume
1
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
171
Lastpage
175
Abstract
When inspecting radiographics, some detail information cannot be detected due to large range of gray scales and complex tissue structure. The proposed approach of Gauss-Laplacian pyramid structure can amplify the detail information and resist noise by non-linear processing at different scales. The enhanced detail information is then added back to the original image iteratively, and the improved image is consistent to the characteristics of human being´s vision system, thus provides doctors with reliable evidences for diagnosis.
Keywords
Gaussian processes; image enhancement; medical image processing; radiography; Gauss-Laplacian pyramid structure; complex tissue structure; human vision system; image enhancement; nonlinear processing; radiographies; tissue gray scales; Cybernetics; Electronic mail; Information technology; Machine learning; Machine learning algorithms; Radiography; Gauss-Laplacian pyramid structure; ^p transformation; multiscale enhancement; radiography;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370135
Filename
4370135
Link To Document