This is the official discussion board for the course assignment. Please see the assignment Here.
Wednesday, February 25, 2015
P. Felzenszwalb, R. Girshick, D. McAllester and D. Ramanan. Object detection with discriminatively trained part-based models, TPAMI 32, no. 9 (2010): 1627-1645.
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).
Tuesday, February 24, 2015
P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. Contour detection and hierarchical image segmentation, TPAMI 33, no. 5 (2011): 898-916.
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).
Friday, February 20, 2015
A. Krizhevsky, I. Sutskever and G. Hinton. Imagenet classification with deep convolutional neural networks, NIPS, 2012.
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.