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Hand Gesture Recognition

9 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.

HAND GESTURE RECOGNITION

First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

CVPR 2018 guiggh/hand_pose_action

Our dataset and experiments can be of interest to communities of 3D hand pose estimation, 6D object pose, and robotics as well as action recognition.

EGOCENTRIC ACTIVITY RECOGNITION HAND GESTURE RECOGNITION HAND POSE ESTIMATION ZERO-SHOT ACTION RECOGNITION

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

Make Skeleton-based Action Recognition Model Smaller, Faster and Better

arXiv 2019 fandulu/DD-Net

Although skeleton-based action recognition has achieved great success in recent years, most of the existing methods may suffer from a large model size and slow execution speed.

SKELETON BASED ACTION RECOGNITION

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

14 Jun 2018Plrbear/HGR-Net

Robust recognition of hand gestures in real-world applications is still an unaccomplished goal due to many remaining challenges, such as cluttered backgrounds and unconstrained environmental factors.

HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION HAND SEGMENTATION SEMANTIC SEGMENTATION

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