Reading for 11/5

Note: No class on 8/31

Lubomir Bourdev, Jitendra Malik, Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations, ICCV 2009

and optionally:

Saurabh Singh, Abhinav Gupta, Alexei A. Efros. Unsupervised Discovery of Mid-Level Discriminative Patches. In ECCV 2012.

Lubomir Bourdev, Subhransu Maji, Thomas Brox, Jitendra Malik, Detecting People Using Mutually Consistent Poselet Activations, ECCV 2010

Reading for 10/29

Bangpeng Yao and Li Fei-Fei, Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities, In CVPR 2010

And optionally:

Abhinav Gupta and Larry S. Davis, Objects in Action: An Approach for Combining Action Understanding and Object Perception, In CVPR 2007

Abhinav Gupta, Scott Satkin, Alexei A. Efros and M. Hebert, From 3D Scene Geometry to Human Workspace. In CVPR 2011.

Reading for 10/24

Guest lecture from Leonid Sigal--but you still have to read/summarize/post to the blog as usual.

Book Chapter on Human Pose Estimation: http://www.ics.uci.edu/~dramanan/papers/people_chapter.pdf 

And optionally:

Y. Yang, D. Ramanan. Articulated Human Detection with Flexible Mixtures of Parts IEEE Pattern Analysis and Machine Intelligence (PAMI).

P. Felzenszwalb, D. Huttenlocher. Efficient Matching of Pictorial Structures. CVPR 2000

M. Andriluka, S. Roth, B. Schiele,  Pictorial Structures Revisited: People Detection and Articulated Pose Estimation, CVPR, 2009.

Reading for 10/22

Juan Carlos Niebles and Li Fei-Fei. A Hierarchical Model of Shape and Appearance for Human Action Classification. IEEE Computer Vision and Pattern Recognition (CVPR), Minneapolis, 2007

And optionally:

H. Wang, M. M. Ullah, A. Kläser, I. Laptev and C. Schmid, Evaluation of local spatio-temporal features for action recognition, BMVC, 2009.

Abhinav Gupta, Praveen Srinivasan, Jianbo Shi and Larry S. Davis, Understanding Videos, Constructing Plots: Learning a Visually Grounded Storyline Model from Annotated Videos, In CVPR 2009.

W. Brendel and S. Todorvic,  Learning Spatiotemporal Graphs of Human Activities, ICCV 2011

Reading for 10/17

D. Hoiem, A.A. Efros, and M. Hebert, Putting Objects in Perspective, IJCV 2008.

and optionally

A. Torralba. Contextual priming for object detection. IJCV 2003.

Galleguillos C., Belongie S., Context Based Object Categorization: A Critical Survey. CVIU

Reading for 10/15

Note that all readings this class are optional (Abhinav is presenting).  

V. Hedau, D. Hoiem, and D.A. Forsyth. Recovering the Spatial Layout of Cluttered Rooms. ICCV 2009

D. Hoiem, A.A. Efros, and M. Hebert. Geometric Context from a Single Image. ICCV 2005

Abhinav Gupta, Alexei A. Efros and M. Hebert, Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics. In ECCV 2010.

Reading for 10/10

J. Lim, R. Salakhutdinov and A. Torralba, Transfer Learning by Borrowing Examples for Multiclass Object Detection, NIPS, 2011.

and optionally:

K. Saenko, B. Kulis, M. Fritz and T. Darrell, Adapting Visual Category Models to New Domains, ECCV, 2010.


Ian Endres, Vivek Srikumar, Ming-wei Chang, and Derek Hoiem, Learning Shared Body Plans. CVPR, 2012.

Reading for 10/8

Ali Farhadi, Ian Endres, Derek Hoiem, David Forsyth, Describing Objects by their Attributes, CVPR 2009

And optionally:

Neeraj Kumar, Alex Berg, Peter Belhumer, Shree Nayar. Attribute and Simile Classifiers for Face Verification. ICCV 2009

Devi Parikh and K. Grauman, Relative Attributes, ICCV 2011.

Reading for 10/3

M. Hejrati, D. Ramanan. Analyzing 3D Objects in Cluttered Images Neural Info. Proc. Systems (NIPS), Lake Tahoe, NV, Dec 2012.

And optionally:

Bojan Pepik, Michael Stark, Peter Gehler, Bernt Schiele, Teaching 3D Geometry to Deformable Part Models,CVPR 2012.