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Hand-Gesture Recognition

8 papers with code · Computer Vision
Subtask of Hand · Gesture Recognition

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Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks

29 Jan 2019ahmetgunduz/Real-time-GesRec

We evaluate our architecture on two publicly available datasets - EgoGesture and NVIDIA Dynamic Hand Gesture Datasets - which require temporal detection and classification of the performed hand gestures.

ACTION RECOGNITION IN VIDEOS HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION

189
29 Jan 2019

Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion

15 Jan 2019Ha0Tang/HandGestureRecognition

Gesture recognition is a hot topic in computer vision and pattern recognition, which plays a vitally important role in natural human-computer interface.

HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION

24
15 Jan 2019

HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition

14 Jun 2018Plrbear/HGR-Net

We propose a two-stage convolutional neural network (CNN) architecture for robust recognition of hand gestures, called HGR-Net, where the first stage performs accurate semantic segmentation to determine hand regions, and the second stage identifies the gesture.

HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION HAND SEGMENTATION SEMANTIC SEGMENTATION

19
14 Jun 2018

Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition

19 Apr 2018okankop/MFF-pytorch

Acquiring spatio-temporal states of an action is the most crucial step for action classification.

ACTION CLASSIFICATION HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION

80
19 Apr 2018

Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition

25 Aug 2017kenshohara/3D-ResNets

The 3D ResNets trained on the Kinetics did not suffer from overfitting despite the large number of parameters of the model, and achieved better performance than relatively shallow networks, such as C3D.

ACTION RECOGNITION IN VIDEOS HAND-GESTURE RECOGNITION

88
25 Aug 2017