Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
  • Chinese Optics Letters
  • Vol. 6,
  • Issue 7,
  • pp. 495-498
  • (2008)

Hepatic CT image retrieval based on the combination of Gabor filters and support vector machine

Not Accessible

Your library or personal account may give you access

Abstract

Content-based image retrieval has been an active area of research for more than ten years. Gabor schemes and support vector machine (SVM) method have been proven effective in image representation and classification. In this paper, we propose a retrieval scheme based on Gabor filters and SVMs for hepatic computed tomography (CT) images query. In our experiments, a batch of hepatic CT images containing several types of CT findings are used for the retrieval test. Precision comparison between our scheme and existing methods is presented.

© 2008 Chinese Optics Letters

PDF Article
More Like This
Classification of water contamination developed by 2-D Gabor wavelet analysis and support vector machine based on fluorescence spectroscopy

P. Huang, T. Mao, Q. Yu, Y. Cao, J. Yu, G. Zhang, and D. Hou
Opt. Express 27(4) 5461-5477 (2019)

Detection of captan residues in apple juice using fluorescence spectroscopy combined with a genetic algorithm and support vector machines

Rendong Ji, Zhezhen Jiang, Xiaoyan Wang, Yue Han, Haiyi Bian, Yudong Yang, Liyun Zhuang, and Yulin Zhang
Appl. Opt. 61(12) 3455-3462 (2022)

Feature weighting algorithms for classification of hyperspectral images using a support vector machine

Bin Qi, Chunhui Zhao, and Guisheng Yin
Appl. Opt. 53(13) 2839-2846 (2014)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved