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Gesture Recognition

30 papers with code · Time Series

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$M^3$T: Multi-Modal Continuous Valence-Arousal Estimation in the Wild

7 Feb 2020sailordiary/m3t.pytorch

This report describes a multi-modal multi-task ($M^3$T) approach underlying our submission to the valence-arousal estimation track of the Affective Behavior Analysis in-the-wild (ABAW) Challenge, held in conjunction with the IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2020.

GESTURE RECOGNITION

5
07 Feb 2020

Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition

21 Dec 2019UlysseCoteAllard/LongTermEMG

Surface electromyography (sEMG) provides an intuitive and non-invasive interface from which to control machines.

CALIBRATION GESTURE RECOGNITION

0
21 Dec 2019

Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition

16 Dec 2019UlysseCoteAllard/LongTermEMG

These factors are hard to include within an offline dataset as each of them exponentially augment the number of segments to be recorded.

GESTURE RECOGNITION TRANSFER LEARNING

0
16 Dec 2019

Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping

25 Jun 2019homer-robotics/gesture_recognition_on_rgb_video

This paper presents a method for gesture recognition in RGB videos using OpenPose to extract the pose of a person and Dynamic Time Warping (DTW) in conjunction with One-Nearest-Neighbor (1NN) for time-series classification.

GESTURE RECOGNITION TIME SERIES TIME SERIES CLASSIFICATION

1
25 Jun 2019

Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks

21 Jan 2019ketyi/2SRNN

Surface Electromyography (sEMG/EMG) is to record muscles' electrical activity from a restricted area of the skin by using electrodes.

DOMAIN ADAPTATION GESTURE RECOGNITION

7
21 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

UAV-GESTURE: A Dataset for UAV Control and Gesture Recognition

9 Jan 2019asankagp/UAV-GESTURE

To fill this gap and enable research in wider application areas, we present a UAV gesture signals dataset recorded in an outdoor setting.

GESTURE RECOGNITION OBJECT TRACKING TEMPORAL ACTION LOCALIZATION

20
09 Jan 2019

Attention in Convolutional LSTM for Gesture Recognition

NeurIPS 2018 GuangmingZhu/AttentionConvLSTM

On this basis, a new variant of LSTM is derived, in which the convolutional structures are only embedded into the input-to-state transition of LSTM.

GESTURE RECOGNITION

122
01 Dec 2018