CS 559: Selected Topics in Computer Vision



Instructor:
   Prof. Sinisa Todorovic
   sinisa at eecs oregonstate edu
   2107 Kelley Engineering Center

Classes:
   TR 8:30-9:50am, STAG 211

Office hours:
   W 3-4pm, or by appointment

HOME
eye



Papers of Interest
P. Felzenszwalb and D. Huttenlocher, "Efficient Matching of Pictorial Structures," CVPR 2000
R. Fergus, P. Perona, and A. Zisserman, "Object class recognition by unsupervised scale invariant learning," CVPR 2003
A. Frome, Y. Singer, and J. Malik, "Image Retrieval and Classification Using Local Distance Functions," NIPS 2006
K. Grauman and T. Darrell, "The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features," ICCV 2005
A. Opelt, A. Pinz, and A. Zisserman, "Incremental learning of object detectors using a visual shape alphabet," CVPR 2006.
Z. Tu, X. Chen, A. Yuille, and S-C. Zhu, "Image Parsing: Unifying Segmentation, Detection, and Object Recognition," IJCV 2005.
D. Comaniciu & P. Meer, "Mean shift: a robust approach toward feature space analysis," IEEE TPAMI 2002
Bastian Leibe, Ales Leonardis, and Bernt Schiel, "Combined Object Categorization and Segmentation with an Implicit Shape Model," ECCV 2004 Workshop on Statistical Learning in Computer Vision
D. Hoiem, A. Efros, and M. Hebert, "Recovering Surface Layout from an Image," IJCV 2007
A. Torralba, K. P. Murphy and W. T. Freeman, "Sharing visual features for multiclass and multiview object detection", PAMI 2007
Y. Jin and S. Geman, "Context and Hierarchy in a Probabilistic Image Model," CVPR 2006
A. Torralba and A. Oliva, "Depth Estimation from Image Structure," IEEE TPAMI 2002
A. Saxena, M. Sun, and A. Ng, "Make3D: Learning 3D Scene Structure from a Single Still Image," 2008
Felzenszwalb et al. "A Discriminatively Trained, Multiscale Deformable Part Model," CVPR 2008
Demirci et al. "Object Recognition as Many-to-Many Feature Matching," IJCV 2006