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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
         
        
            Conference_Location : 
Atlanta, GA
         
        
        
            Print_ISBN : 
0-7803-3192-3
         
        
        
            DOI : 
10.1109/ICASSP.1996.545860