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基于内容的图像检索技术在医学领域中的应用 被引量:3

Content-based Image Retrieval Technologies in Medical Applications
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摘要 目前,在医学领域用于诊断和治疗的图像数目日渐增多,将基于内容的图像检索技术应用于医学领域已越来越引起研究者的兴趣。介绍基于内容的图像检索技术,并概述基于内容的图像检索技术应用于医学领域的意义和关键技术,并对未来的发展方向做了展望。 In the medical field, images used for diagnostics and therapy are produced in ever-increasing quantities and content-based image retrieval (CBIR) in medicine has been drawing more and more attention in recent years. It introduces CBIR systems, and gives a short overview of benefits from the use of content-based access methods in medical applications and the key techniques. Finally future directions are described.
作者 张弘 卢奕南
出处 《仪器仪表学报》 EI CAS CSCD 北大核心 2005年第z2期682-685,共4页 Chinese Journal of Scientific Instrument
基金 吉林省科技厅应用基础项目(20040531)资助项目。
关键词 基于内容的图像检索 视觉特征 图像分割 Content-based image retrieval (CBIR) Visual feature Image segment
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参考文献9

  • 1[1]A del Bimbo. Visual information retrieval. Academic Press, 1999.
  • 2[2]J. P. Eakins, M. E. Graham. Content-based image retrieval. Tech. Rep. JTAP-039,JISC Technology Application Program, Newcastle upon Tyne, 2000.
  • 3[3]A. Mojsilovis, J. Gomes. Semantic based image categorization, browsing and retrieval in medical image database. IEEE International Conf. on Image Processing, Rochester, NY, USA, 2000.
  • 4[4]N. Vasconcelos, A Lippman. A probabilistic architecture for content-basd image retrieval. Proc. of 2000IEEE Conf. on Computer Vision and Pattern Recognition, South Carolina, USA, 2000,216~ 221.
  • 5[5]K -S. Goh, E. Chang, K.-T, Cheng. Support vector machine pairwise classifiers with error reduction for image classification. Proc. of the ACM Multimedia Workshop on Multimedia Information Retrieval, Ottawa,Canada, 2001,276~ 284.
  • 6[6]H. Müller, D. M. Squire, T. Pun. Learning from user behavior in image retrieval: application of the market basket analysis. International Journal of Computer Vision (Special Issue on Content Based Image Retrieval).
  • 7[7]M. Nakazato, T. S. Huang. 3D MARS:immersive virtual reality for content-based image retrieval. Proc. of the Second Int. Conf. on Multimedia and Exposition,Tokyo, Japan, 2001,45~ 48.
  • 8[8]H. D. Tagare, C. Jaffe, J. Duncan. Medical image databased: a content-based retrieval approach. Journal of the American Medical Informatics Association, 1997,4(3):184~198.
  • 9[9]A. Rosset, O. Ratib, A. Geissbuhler, J.-P. Vallée.Integration of a multimedia teaching and reference database in a PACS environment. Radio Graphics,2002,22(6): 1567~1577.

同被引文献27

  • 1罗坤,王莹,姜磊,欧晓丹.基于内容的图像检索技术的专利状况分析[J].电视技术,2013,37(S2):66-68. 被引量:1
  • 2卢章平,朱科钤.基于形状特征和用户反馈的商标图像检索技术[J].农业机械学报,2007,38(5):150-152. 被引量:2
  • 3TSAI W H. Moment preserving thresholding:A new approach[J].Computer Vision Graphics and Image Processing,1985,(03):377-393.doi:10.1016/0734-189X(85)90133-1.
  • 4CHENG S C. Content-based image retrieval using moment-preserving edge detection[J].Image and Vision Computing,2003,(09):809-826.
  • 5RASSEM T H, KHOO B E. Object class recognition using combination of color SIFT descriptors [C]. IEEE International Conference on Imaging Systems and Techniques (IST), 2011: 290-295.
  • 6XIAO P, CAI N, TANG B, et al. Efficient SIFT de- scriptor via color quantization[C]. IEEE International Conference on Consumer Electronics-China, 2014: 1-3.
  • 7ABDEL-HAKIM A E, FARAG A A. CS1FT: A SIFT descriptor with color invariant charaeteristics[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006: 1978-1983.
  • 8AI D, HAN X, RUAN X, et al. Adaptive color inde- pendent components based sift descriptors for image classification [C]. 20th International Conference on Pattern Recognition (ICPR), 2010 : 2436-2439.
  • 9BO L, WHANGBO T K. A SIFT-Color Moments Descriptor for Object Recognition[C]. International Conference on IT Convergence and Security (IC- ITCS), 2014: 1-3.
  • 10LOWED G. Object recognition from local scale-in- variant features[C]. IEEE international conference on Computer vision, 1999. The proceedings of the sev- enth 1999: 1150-1157.

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