Hand Pose Estimation and Tracking in Real and Virtual Interaction : A ReviewHand trackingReal interactionVirtual interactionHand-object interdependenciesVision-based 3D hand tracking is a key and popular component for interaction studies in a broad range of domains such as virtual reality (VR), ...
: We don't have the ability to review paper PubDate: May 2021 Teams: Beihang University;Durham University Writers: Zhiying Leng; Jiaying Chen; Hubert P. H. Shum; Frederick W. B. Li; Xiaohui Liang PDF:Stable Hand Pose Estimation under Tremor via Graph Neural Network Abstract Hand pose esti...
In this report, we will first explain the hand pose estimation problem and will review major approaches solving this problem, especially the two different problems of using depth maps or RGB images. We will survey the most important papers in each field and will discuss the strengths and ...
applications with hand pose estimation technology. 2. With the boost of data-driven machine learning methods, a large number of new solutions have been proposed recently, especially in the last three years. It is now urgent to provide a comprehensive reviewof current progress to help researchers ...
In 2007, Erol et al. [29] presented a vision-based hand pose estimation review that covered the challenges involved, hand modeling, strengths and weaknesses of various methods, and potential problems for future research. The review is the rare work that quite comprehensively and thoroughly summari...
Currently, there is an increased need for training images in 3D hand pose estimation and a higher reliance on computationally intensive 3D mesh annotations for 3D coordinate estimations. Considering this, this study introduces a new hand image dataset called Synthetic Hand Dataset Including a Forearm ...
Due to the similarity between human body pose and hand pose, researchers have applied related technologies to hand pose estimation. According to the review [7] we can cat- egorize algorithms as model-based methods or non-model- based methods. For single hand pose estimation, model-based top-...
Depth-based hand pose estimation has received increasing attention in the fields of human-computer interaction and virtual reality. A comprehensive survey and analysis of depth-based hand pose estim
Note: We don't have the ability to review paper PubDate: July 2020 Teams: National Taiwan University Writers: Min-Yu Wu;Pai-Wen Ting;Ya-Hui Tang;En-Te Chou;Li-Chen Fua PDF:Hand pose estimation in object-interaction based on deep learning for virtual reality applications ...