A Survey on GAN-Based Data Augmentation for Hand Pose Estimation Problem

A Survey on GAN-Based Data Augmentation for Hand Pose Estimation Problem

Deep learning solutions for hand pose estimation are now very reliant on comprehensive datasets covering diverse camera perspectives, lighting conditions, shapes, and pose variations. While acquiring such datasets is a challenging task, several studies circumvent this problem by exploiting synthetic...

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Bibliographic Details
Main Authors: Farnaz Farahanipad, Mohammad Rezaei, Mohammad Sadegh Nasr, Farhad Kamangar, Vassilis Athitsos
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Technologies
Subjects:
generative adversarial networks
hand pose estimation
data augmentation
domain translation
semi-supervised learning
weakly supervised learning
Online Access:https://www.mdpi.com/2227-7080/10/2/43

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https://www.mdpi.com/2227-7080/10/2/43

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