"A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition" by Chuankun Li, Shuai Li et al.
Pose-based hand gesture recognition has been widely studied in the recent years. Compared with full body action recognition, hand gesture involves joints that are more spatially closely distributed with stronger collaboration. This nature requires a different approach from action recognition to capturing the complex spatial features. Many gesture categories, such as 'Grab' and 'Pinch,' have very similar motion or temporal patterns posing a challenge on temporal processing. To address these challenges, this article proposes a two-stream neural network with one stream being a...
Source: uow.edu.au