Reading for 10/1

P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan, Object Detection with Discriminatively Trained Part-Based Models, IEEE Pattern Analysis and Machine Intelligence (PAMI). Sept 2010.

And optionally:

Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros, Ensemble of Exemplar-SVMs for Object Detection and Beyond, In ICCV 2011.

B. Hariharan, J. Malik, D. Ramanan. Discriminative Decorrelation for Clustering and Classification, ECCV 2012.

Reading for 9/26

Daniel Munoz, Drew Bagnell and Martial Hebert, Stacked Hierarchical Labeling, ECCV 2010.

And optionally:

TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-Class Object Recognition and Segmentation, J. Shotton, J. Winn, C. Rother, A. Criminisi, ECCV, 2006.

Nonparametric Scene Parsing via Label Transfer, C. Liu, J. Yuen and A. Torralba, IEEE TPAMI, May, 2011.

Reading for 9/24

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik, Contour Detection and Hierarchical Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence. May 2011.

And optionally:

X. Ren and J. Malik, Learning a Classification Model for Segmentation, ICCV, 2003

Joao Carreira, Cristian Sminchisescu. Constrained parametric min-cuts for automatic object segmentation. CVPR 2010.

The reading for Thursday 9/19 is:

S. Lazebnik, C. Schmid, and J. Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. CVPR 2006.

And optionally:

Oliva, A. Torralba. Modeling the shape of the scene: a holistic representation of the spatial envelope. IJCV 2001.

J. Xiao, J. Hays, K. Ehinger, A. Oliva, and A. Torralba. SUN Database: Large-scale Scene Recognition from Abbey to Zoo. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2010)

You will need to come in to class with printed paper summaries.  You will also need to post something to this blog.  Use the "comment" function to this post.  You can argue for or against something in the paper, or ask a question, or respond to another comment/question.

Here's Zhiding's review.

-Carl