IT科技領域被“霸屏”的除了iPhone8釋出人臉識別之外,先後有支付寶宣佈在肯德基可以刷臉支付,北師大新生刷臉入學,瀋陽透過“刷臉”抓拍行人闖紅燈等一系列新聞事件,更有小米Note3/三星/LG等一批手機加入,人臉識別可謂熱火朝天。但是外行人熱鬧,內行人看門道。作為技術人員,交接人臉識別的底層實現, 經典Paper開始。筆者之前有過一篇【人臉識別】DeepFace: Closing the Gap to Human-Level Performance in Face Verification,只是開始,之後會連續介紹人臉識別的經典之作。

參考文獻:

DeepID1 :Deep Learning Face Representation from Predicting 10,000 Classes

DeepID2 :deep learning face representation by joint identification-verification

DeepId2+ :Deeply learned face representations are sparse, selective, and robust

DeepID3: Face Recognition with Very Deep Neural Networks

【深度學習論文筆記】Deep Learning Face Representation from Predicting 10,000 Classes

DeepID人臉識別演算法之三代