Chinese Optics Letters, Volume. 2, Issue 7, 07383(2004)

Hepatic CT image query using Gabor features

Chenguang Zhao1、*, Hongyan Cheng2, and Tiange Zhuang1
Author Affiliations
  • 1Department of Biomedical Engineering, Shanghai Jiaotong University, Shanghai 200030
  • 2Department of Radiology, Hepatobiliary Surgery Hospital, Shanghai 200030
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    A retrieval scheme for liver computerize tomography (CT) images based on Gabor texture is presented. For each hepatic CT image, we manually delineate abnormal regions within liver area. Then, a continuous Gabor transform is utilized to analyze the texture of the pathology bearing region and extract the corresponding feature vectors. For a given sample image, we compare its feature vector with those of other images. Similar images with the highest rank are retrieved. In experiments, 45 liver CT images are collected, and the effectiveness of Gabor texture for content based retrieval is verified.

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    Chenguang Zhao, Hongyan Cheng, Tiange Zhuang. Hepatic CT image query using Gabor features[J]. Chinese Optics Letters, 2004, 2(7): 07383

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    Paper Information

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    Received: Apr. 19, 2004

    Accepted: --

    Published Online: Jun. 6, 2006

    The Author Email: Chenguang Zhao (zhao_c_g@263.net)

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