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Synthesizing Depth Hand Images with GANs and Style Transfer for Hand Pose Estimation

Hand pose estimation is a critical technology of computer vision and human-computer interaction. Deep-learning methods require a considerable amount of tagged data. Accordingly, numerous labeled training data are required. This paper aims to generate depth hand images. Given a ground-truth 3D hand p...

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Bibliographic Details
Published in:Sensors (Basel)
Main Authors: He, Wangyong, Xie, Zhongzhao, Li, Yongbo, Wang, Xinmei, Cai, Wendi
Format: Artigo
Language:Inglês
Published: MDPI 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6651554/
https://ncbi.nlm.nih.gov/pubmed/31266251
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19132919
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