GhostVLAD for set-based face recognition

23 Oct 2018Yujie ZhongRelja ArandjelovićAndrew Zisserman

The objective of this paper is to learn a compact representation of image sets for template-based face recognition. We make the following contributions: first, we propose a network architecture which aggregates and embeds the face descriptors produced by deep convolutional neural networks into a compact fixed-length representation... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Face Verification IJB-A SE-GV-4-g1 TAR @ FAR=0.01 97.2% # 3
Face Verification IJB-B SE-GV-3-g2 TAR @ FAR=0.01 96.4% # 2