DocumentCode
302880
Title
Region-based enhancement of digital chest radiographs
Author
Lin, Jyh-Shyan ; Lo, Shih-Chung B. ; Li, Huai ; Freedman, Matthew T. ; Mun, Seong K.
Author_Institution
Dept. of Radiol., George Washington Univ., Washington, DC, USA
Volume
4
fYear
1996
fDate
7-10 May 1996
Firstpage
2211
Abstract
In routine chest radiographs, the mediastinum is often underexposed and vascular structures are obscured by the diaphragm. We have developed a region-based processing algorithm to enhance contrast and brightness of selected anatomical regions, such as the mediastinum, without altering the other regions. We employ wavelet processing technique to segment a chest radiograph into different gray level regions and then apply different degrees of contrast enhancement procedure to them. The image enhancement is controlled by a proposed sigmoid function. The enhanced images showed improved visualization in the mediastinum area over the original unprocessed chest radiographs. Furthermore, the visibility of vascular structures which are obscured by the diaphragm and mediastinum is improved
Keywords
diagnostic radiography; image enhancement; image segmentation; medical image processing; wavelet transforms; anatomical regions; brightness; contrast enhancement; diaphragm; digital chest radiographs; gray level regions; mediastinum; region-based enhancement; region-based processing algorithm; sigmoid function; vascular structures; visualization; wavelet processing technique; Band pass filters; Degradation; Diagnostic radiography; Filtering; Frequency; Image generation; Lungs; Pixel; Radiology; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location
Atlanta, GA
ISSN
1520-6149
Print_ISBN
0-7803-3192-3
Type
conf
DOI
10.1109/ICASSP.1996.545860
Filename
545860
Link To Document