Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias


Many standard computer vision datasets exhibit biases due to a variety of sources including illumination condition, imaging system, and preference of dataset collectors. Biases like these can have downstream effects in the use of vision datasets in the construction of generalizable techniques, especially for the goal of the creation of a classification… (More)
DOI: 10.1109/ICCV.2013.208


5 Figures and Tables


Citations per Year

Citation Velocity: 12

Averaging 12 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.