http://scholars.ntou.edu.tw/handle/123456789/24752
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yu-Hsiang Wu | en_US |
dc.contributor.author | Yung-Chi Lo | en_US |
dc.contributor.author | Shyi-Chyi Cheng | en_US |
dc.contributor.author | Chih-Lang Lin | en_US |
dc.date.accessioned | 2024-03-15T07:29:30Z | - |
dc.date.available | 2024-03-15T07:29:30Z | - |
dc.date.issued | 2010 | - |
dc.identifier.uri | http://scholars.ntou.edu.tw/handle/123456789/24752 | - |
dc.description.abstract | The relatively low quality of clinical untrasound images limits the success of early disease detection and diagnosis based on the images. Filtering speckle noise to enhance the quality of ultrasound images is thus very important to construct an automatic clinical diagnosis system. In this paper, we present an automatic liver cirrhosis diagnosis system using adaptive ultrasound image matching. Given an input image, a preprocessing module is first performed to filter speckle noise and detect the extremely stable edge pattern which is defined by a similarity function using the generalized Hough transform. Furthermore, a template database is constructed to facilitate the detection of region of interests and liver cirrhosis classification. As compared with past approaches, we span a new way to unify the processing steps in a clinical application using the generalized Hough transform for ultrasound images. Experimental results show the effectiveness of the proposed method. | en_US |
dc.language.iso | en_US | en_US |
dc.publisher | IEEE | en_US |
dc.title | Adaptive Ultrasound Image Matching for Automatic Liver Disease Diagnosis Using Generalized Hough Transform | en_US |
dc.type | conference paper | en_US |
dc.identifier.doi | 10.1109/IIHMSP.2010.159 | - |
item.languageiso639-1 | en_US | - |
item.cerifentitytype | Publications | - |
item.openairetype | conference paper | - |
item.fulltext | no fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
item.grantfulltext | none | - |
crisitem.author.dept | College of Electrical Engineering and Computer Science | - |
crisitem.author.dept | Department of Computer Science and Engineering | - |
crisitem.author.dept | National Taiwan Ocean University,NTOU | - |
crisitem.author.parentorg | National Taiwan Ocean University,NTOU | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
Appears in Collections: | 資訊工程學系 |
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