Reading for Monday 3/23

S. Singh, A. Gupta and A. Efros. Unsupervised discovery of mid-level discriminative patches, ECCV, 2012.

And additionally:

L. Bourdev and J. Malik. Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations, ICCV, 2009.

Y. Li, L. Liu, C. Shen, A. Hengel. Mid-level Deep Pattern Mining, arXiv preprint arXiv:1411.6382 (2014).

Reading for Wednesday 3/18

D. Parikh and K. Grauman. Relative attributes, ICCV, 2011.

And additionally:

A. Farhadi, I. Endres, D. Hoiem and D. Forsyth. Describing Objects by their Attributes, CVPR, 2009.

N. Kumar, A. Berg, P. Belhumer and S. Nayar. Attribute and Simile Classifiers for Face Verification, ICCV, 2009.

Reading for Monday 3/16

M. Aubry, D. Maturana, A. Efros, B. Russell, J. Sivic. Seeing 3D chairs: exemplar part-based 2D-3D alignment using a large dataset of CAD models, CVPR, 2014.

And additionally:

J. Lim, A. Khosla and A. Torralba. FPM: Fine pose Parts-based Model with 3D CAD models, ECCV, 2014.

A. Dosovitskiy, J. Springenberg, T. Brox. Learning to Generate Chairs with Convolutional Neural Networks, arXiv preprint arXiv:1411.5928 (2014).

Discussion Board for Assignment

This is the official discussion board for the course assignment. Please see the assignment Here.

Reading for Wednesday 3/4

P. Felzenszwalb, R. Girshick, D. McAllester and D. Ramanan. Object detection with discriminatively trained part-based models, TPAMI 32, no. 9 (2010): 1627-1645.

And additionally:

R. Girshick, J. Donahue, T. Darrell, J. Malik. Rich feature hierarchies for accurate object detection and semantic segmentation, arXiv preprint arXiv:1311.2524 (2013).

C. Szegedy, S. Reed, D. Erhan, D. Anguelov. Scalable, High-Quality Object Detection, arXiv preprint arXiv:1412.1441 (2014).

Reading for Wednesday 2/25

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. Contour detection and hierarchical image segmentation, TPAMI 33, no. 5 (2011): 898-916.

And additionally:

J. Carreira and C. Sminchisescu. Constrained parametric min-cuts for automatic object segmentation, CVPR, 2010.

J. Long, E. Shelhamer and T. Darrell. Fully convolutional networks for semantic segmentation, arXiv preprint arXiv:1411.4038 (2014).

Reading for Monday 2/23

A. Krizhevsky, I. Sutskever and G. Hinton. Imagenet classification with deep convolutional neural networks, NIPS, 2012.

And additionally:

K. Simonyan and A. Zisserman. Very Deep Convolutional Networks for Large-Scale Image Recognition, arXiv preprint arXiv:1409.1556 (2014).

M. Zeiler and R. Fergus. Visualizing and Understanding Convolutional Networks, ECCV, 2014.