CSCI 508 / EENG 508 - Papers

Semester: Spring 2017

Read the indicated papers and submit a review via Blackboard (in the form of a pdf file), prior to the beginning of class on the indicated due date. The review should be at least two pages long, and should address the following points:

What are the main points and contributions (in your own words)
Connections to other research, either described in the paper, or that you know about
Strengths and weaknesses of the paper, in your opinion
Possible future directions, either described in the paper, or that you can think of

Note - to access some papers, you may have to be on the Mines network (or signed in via VPN).

	Day Due	Paper
P1	1/31	Mundy J.L. (2006) Object Recognition in the Geometric Era: A Retrospective. In: Ponce J., Hebert M., Schmid C., Zisserman A. (eds) Toward Category-Level Object Recognition. Lecture Notes in Computer Science, vol 4170. Springer, Berlin, Heidelberg
P2	2/14	Klein, Georg, and David Murray. "Parallel tracking and mapping for small AR workspaces." 6th IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR), 2007.
P3	2/28	Pradeep, Vivek, Gerard Medioni, and James Weiland. "Visual loop closing using multi-resolution sift grids in metric-topological slam." Computer Vision and Pattern Recognition, 2009.
P4	3/14	Dalal, Navneet, and Bill Triggs. "Histograms of oriented gradients for human detection." Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on. Vol. 1. IEEE, 2005.
P5	4/27	Krizhevsky, Alex, Ilya Sutskever, and Geoffrey E. Hinton. "Imagenet classification with deep convolutional neural networks." Advances in neural information processing systems. 2012.