An overview and empirical comparison of distance metric learning methods. Moutafis, P., Leng, M., & Kakadiaris, I. IEEE Transactions on Cybernetics, PP(99):1-14, 2016.
An overview and empirical comparison of distance metric learning methods [link]Paper  doi  bibtex   
@Article{Moutafis_2016_17180,
  author = {P. Moutafis and M. Leng and I.A. Kakadiaris},
 journal = {IEEE Transactions on Cybernetics},
 number = {99},
 pages = {1-14},
 title = {An overview and empirical comparison of distance metric learning methods},
 volume = {PP},
 year = {2016},
 url = {http://ieeexplore.ieee.org/document/7358771/},
 doi = {10.1109/TCYB.2016.2521767},
 title_with_no_special_chars = {An Overview and Empirical Comparison of Distance Metric Learning Methods}
}
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