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Fisher Vector Faces in the Wild
Published on Apr 03, 20144524 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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Chapter list
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
Distance Learning06:16
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