Visual Words, Text Analysis Concepts for Computer Vision

In this project, we introduce some new algorithms that build an Image Annotation Engine via machine learning. We also consider new methods to improve such algorithms. Numerical experiments that provide empirical support to the theory is provided.

[1]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[2]  David G. Lowe,et al.  Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration , 2009, VISAPP.

[3]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[4]  Michael A. Greenspan,et al.  Approximate k-d tree search for efficient ICP , 2003, Fourth International Conference on 3-D Digital Imaging and Modeling, 2003. 3DIM 2003. Proceedings..

[5]  Jianguo Zhang,et al.  The PASCAL Visual Object Classes Challenge , 2006 .