期刊文献+

基于SVM算法的移动终端图像检索系统设计

Design Of Image Retrieval System On Mobile Platform Based On SVM Algorithm
下载PDF
导出
摘要 近年来基于web的图像检索系统迅速发展,移动设备的应用越来越广泛.本文将比较成熟且具有良好分类效果的支持向量机(SVM)算法引入研究,应用于内容的移动平台上的图像检索研究和设计. Recently with the rapid development of image retrieval system based on Web,the application of mobile devices is becoming wider.The paper introduces the Support Vector Machine(SVM)algorithm that was matured and has good effects for classifications to the context image retrieval research and design on mobile platform.
出处 《河北建筑工程学院学报》 CAS 2012年第2期105-107,共3页 Journal of Hebei Institute of Architecture and Civil Engineering
基金 张家口市2010年第二批科学技术研究与发展指导计划项目(1022018B)
关键词 图像检索 移动终端 支持向量机 image retrieval mobile platform support vector machine
  • 相关文献

参考文献3

二级参考文献11

  • 1[1]Keerthi S and Gilbert E G.Convergence of a generalized SMO algorithm for SVM classifier design[J].Machine Learning,2002,46:351-360.
  • 2[2]Keerthi S S,Shevade S K,Bhattacharyya C and Murthy K R K.Improvements to Platt's SMO algorithm for SVM classifier design[J].Neural Computation,2001,13:637-649.
  • 3[3]Lin C J.On the convergence of the decomposition method for support vector machines.IEEE Transactions on Neural Networks,12(6):1288-1298.
  • 4[4]Platt J C.Fast training of support vector machines using sequential minimal optimization.In B.Sch"olkopf,C.J.C.Burges,and A.J.Smola,editors,Advances in Kernel Methods-Support Vector Learning,Cambridge,MA,1998.MIT Press.
  • 5[5]Chih-Chung Chang and Chih-Jen Lin,LIBSVM:a library for support vector machines[J].2001.
  • 6[6]Vladimir N.Vapnik统计学习理论的本质[M].北京:清华大学出版社,2000.
  • 7Sagarmay Deb,Yanchun Zhang.2004.An overview ofcontent-based image retrieval techniques[J].AINA,2004,(1):59~64
  • 8Y.J.Zhang,Z.W.Liu,Y.He.Comparision and Improvement of Color-Based Image Retrieval techniques[C].SPIE,San Jose,California,1997,3312:371~382
  • 9杭燕,杨育彬,陈兆乾.基于内容的图像检索综述[J].计算机应用研究,2002,19(9):9-13. 被引量:36
  • 10周文昭,夏定元,周曼丽,许毅平.基于内容的图像检索系统的最新进展[J].计算机工程与应用,2003,39(26):112-115. 被引量:18

共引文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部