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Fisher Vector Faces in the Wild
Published on 2014-04-034549 Views
Several recent papers on automatic face verification have significantly raised the performance bar by developing novel, specialised representations that outperform standard features such as SIFT for
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Presentation
Fisher Vector Faces (FVF) in the Wild00:00
Objective00:05
Motivation01:03
Application – Face Verification01:33
Pipeline Overview02:21
Dense Features02:55
Face Fisher Vector - 104:15
Face Fisher Vector - 205:17
Face Fisher Vector - 305:59
Projection Learning07:26
Joint Distance - Similarity Learning08:10
Distance Learning08:56
Effect of Parameters - 109:27
Effect of Parameters - 209:43
Effect of Parameters - 309:55
Effect of Parameters - 410:20
Effect of Parameters - 510:42
Effect of Face Alignment10:55
Learnt Model Visualisation - 111:45
Learnt Model Visualisation - 212:23
Learnt Model Visualisation - 312:57
Results: LFW - restricted13:14
Results: LFW - unrestricted14:12
Summary15:09