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Gesture Recognition

27 papers with code · Time Series

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Multivariate Time Series Classification with WEASEL+MUSE

30 Nov 2017patrickzib/SFA

Multivariate time series (MTS) arise when multiple interconnected sensors record data over time.

FEATURE SELECTION GESTURE RECOGNITION TIME SERIES TIME SERIES CLASSIFICATION

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

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

Neural Sign Language Translation

CVPR 2018 neccam/nslt

SLR seeks to recognize a sequence of continuous signs but neglects the underlying rich grammatical and linguistic structures of sign language that differ from spoken language.

GESTURE RECOGNITION LANGUAGE MODELLING MACHINE TRANSLATION SIGN LANGUAGE RECOGNITION SIGN LANGUAGE TRANSLATION TOKENIZATION

Recognizing Surgical Activities with Recurrent Neural Networks

20 Jun 2016rdipietro/miccai-2016-surgical-activity-rec

In contrast, we work on recognizing both gestures and longer, higher-level activites, or maneuvers, and we model the mapping from kinematics to gestures/maneuvers with recurrent neural networks.

GESTURE RECOGNITION

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

10 Jan 2018UlysseCoteAllard/MyoArmbandDataset

Consequently, this paper proposes applying transfer learning on aggregated data from multiple users, while leveraging the capacity of deep learning algorithms to learn discriminant features from large datasets.

GESTURE RECOGNITION TRANSFER LEARNING

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

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