Supplementary reading list

M. J. Huiskes, B. Thomee, and M. S. Lew, “New trends and ideas in visual concept detection: The MIS Flickr retrieval evaluation initiative,” in Proc. Int. Conf. Multimedia Inf. Retrieval, 2010, pp. 527–536. Available:

Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg and Li Fei-Fei, æImageNet Large Scale Visual Recognition Challenge”, International Journal of Computer Vision, 2015.

B. Thomee et al., “YFCC100M: The new data in multimedia research,” Commun. ACM, vol. 59, no. 2, pp. 64–73, Jan. 2016. Available:

Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo, “Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval”, ACM Computing Surveys (CSUR), Volume 49, Issue 1, 14:1-14:39, June 2016. (