Preparation for this class

• Read and annotate a review article How does the brain solve visual object recognition? [Perusall] written by DiCarlo et al. Neuron, 73(3), pp.415-434, 2012 [Cell Press].
  
  The assignment – due Thursday at 9am – is focused on the first half of the article (Introduction, Sections 1 and 2, i.e., pp. 415-422) and the Conclusion. Using the Perusall system, make at least 5 worthy comments on the paper and/or contributions to the peer-to-peer discussion.

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Further reading

Riesenhuber, M. and Poggio, T., 1999. Hierarchical models of object recognition in cortex. Nature neuroscience, 2(11), p.1019.

Riesenhuber, M. and Poggio, T., 2002. Neural mechanisms of object recognition. Current opinion in neurobiology, 12(2), pp.162-168.

Walther, D.B. and Koch, C., 2007. Attention in hierarchical models of object recognition. Progress in brain research, 165, pp.57-78.

Andreopoulos, A. and Tsotsos, J.K., 2013. 50 years of object recognition: Directions forward. Computer vision and image understanding, 117(8), pp.827-891.

Object Recognition – MATLAB & Simulink

Object Recognition.  Chapter 15 of Jain, R., Kasturi, R. and Schunck, B.G., 1995. Machine vision (Vol. 5, pp. 309-364). New York: McGraw-Hill.  [Amazon]