Finding Celebrities in Billions of Web Images

Xiao Zhang, Lei Zhang, Xinjing Wang, Heung‐Yeung Shum · IEEE Transactions on Multimedia · 2012

In this paper, we present a face annotation system to automatically collect and label celebrity faces from the web. With the proposed system, we have constructed a large-scale dataset called “Celebrities on the Web,” which contains 2.45 million distinct images of 421 436 celebrities and is orders of magnitude larger than previous datasets.

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