基于内容的图像检索源代码bfcat
Jia Li, James Z. Wang, ``Automatic linguistic indexing of pictures by a statistical modeling approach,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1075-1088, 2003. (download)
James Z. Wang, Jia Li, Gio Wiederhold, ``SIMPLIcity: Semantics-sensitive Integrated Matching for Picture LIbraries,'' IEEE Trans. on Pattern Analysis and Machine Intelligence, vol 23, no.9, pp. 947-963, 2001. (download)
这两篇PAMI论文是图像检索领域的著名文章,被引用了数百次并且获得了媒体报道。现在,可以在Matlab的Files Exchange上面直接下载到这篇文章的matlab源代码(GUI 界面)。支持KNN和SVM两种训练方式。训练和测试数据集可以从项目页面下载。
代码:
https://www.wendangku.net/doc/0e15464980.html,/matlabcentral/fileexchange/42 008-content-based-image-retrieval
项目页面:https://www.wendangku.net/doc/0e15464980.html,/docs/related/