[2018.05.16] Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation

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Institute: Imperial College London URL: https://arxiv.org/pdf/1805.04497.pdf Keyword: HandPoseEstimator, HandPoseGenerator (GAN) Interest: 2

Summary

• Collecting such annotated datasets is challenging. We propose to complete existing databases by generating new database entries.
• We test our algorithm on four challenging benchmark datasets (ICVL, MSRA, NYU and Big Hand 2.2M datasets) and demonstrate that our approach outperforms or is on par with state-of-the-art methods quantitatively and qualitatively

한줄요약

• 3D 생성은 처음이지, 3D 손 데이터 생성기, GAN기반의 Discriminator를 포즈추적으로

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Architecture

Results