[HTML][HTML] An analysis of convolutional long short-term memory recurrent neural networks for gesture recognition

E Tsironi, P Barros, C Weber, S Wermter - Neurocomputing, 2017 - Elsevier
In this research, we analyze a Convolutional Long Short-Term Memory Recurrent Neural
Network (CNNLSTM) in the context of gesture recognition. CNNLSTMs are able to …

A dynamic gesture recognition and prediction system using the convexity approach

P Barros, NT Maciel-Junior, BJT Fernandes… - Computer Vision and …, 2017 - Elsevier
Several researchers around the world have studied gesture recognition, but most of the
recent techniques fall in the curse of dimensionality and are not useful in real time …

Real-time hand posture and gesture-based touchless automotive user interface using deep learning

V John, M Umetsu, A Boyali, S Mita… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
In this study, a vision based in-car entertainment user interface is presented. The user
interface is designed using a hand posture and gesture recognition algorithm in deep …

Reverse recognition of body postures using on‐body radio channel characteristics

X Yang, M Fang, A Ren, Z Zhang… - IET Microwaves …, 2017 - Wiley Online Library
The problem of posture detection is of considerable significance for assisted living (AL). In
most cases, radio channel models for wireless body area network (WBANs) are fixed when a …

Hand and wrist localization approach for features extraction in arabic sign language recognition

S Fakhfakh, YB Jemaa - 2017 IEEE/ACS 14th International …, 2017 - ieeexplore.ieee.org
This paper proposes a new hand detection and wrist localization method which presents an
important step in the hand gesture recognizing process. The wrist localization step has not …

Hand Gesture Recognition Using Deep Convolutional Neural Networks

G Madjarov - ICT Innovations 2016: Cognitive Functions and …, 2017 - books.google.com
Hand gesture recognition is the process of recognizing meaningful expressions of form and
motion by a human involving only the hands. There are plenty of applications where hand …

Adaptive robust moving hands recognition under complex lighting condition

Z Qu - 2017 18th International Conference on Advanced …, 2017 - ieeexplore.ieee.org
This paper describes an adaptive robust moving hands recognition algorithm using Kinect
V2, which can detect the bare hands or hands with gloves in the real-time image stream …