Data Trimming Methods to Improve Gesture Classification

Mapping Intimacies ◽

10.23919/icems52562.2021.9634650 ◽

2021 ◽

Author(s):

Hye Sung Roh ◽

DaeEun Kim

Keyword(s):

Gesture Classification

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NOVEL HUMAN GESTURE CLASSIFICATION TECHNIQUE USING BISPECTRUM-BASED FEATURES EXTRACTED FROM VARIATIONS OF ELECTROMAGNETIC FIELD UNDER INFLUENCE OF GESTURES

Telecommunications and Radio Engineering ◽

10.1615/telecomradeng.v76.i13.40 ◽

2017 ◽

Vol 76 (13) ◽

pp. 1161-1172

Author(s):

O. G. Vyunitskiy ◽

A. V. Totsky ◽

K. O. Eguiazarian

Keyword(s):

Electromagnetic Field ◽

Classification Technique ◽

Gesture Classification

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Real-time spatial normalization for dynamic gesture classification

The Visual Computer ◽

10.1007/s00371-021-02229-9 ◽

2021 ◽

Author(s):

Sofiane Zeghoud ◽

Saba Ghazanfar Ali ◽

Egemen Ertugrul ◽

Aouaidjia Kamel ◽

Bin Sheng ◽

...

Keyword(s):

Real Time ◽

Spatial Normalization ◽

Gesture Classification

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Human gesture classification by brute-force machine learning for exergaming in physiotherapy

2016 IEEE Conference on Computational Intelligence and Games (CIG) ◽

10.1109/cig.2016.7860414 ◽

2016 ◽

Author(s):

Francis Deboeverie ◽

Sanne Roegiers ◽

Gianni Allebosch ◽

Peter Veelaert ◽

Wilfried Philips

Keyword(s):

Machine Learning ◽

Brute Force ◽

Gesture Classification

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XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.108053 ◽

2022 ◽

pp. 108053

Author(s):

Noemi Gozzi ◽

Lorenzo Malandri ◽

Fabio Mercorio ◽

Alessandra Pedrocchi

Keyword(s):

Hand Gesture ◽

Gesture Classification

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Siamese neural network based similarity metric for inertial gesture classification and rejection

2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) ◽

10.1109/fg.2015.7163112 ◽

2015 ◽

Author(s):

Samuel Berlemont ◽

Gregoire Lefebvre ◽

Stefan Duffner ◽

Christophe Garcia

Keyword(s):

Neural Network ◽

Similarity Metric ◽

Gesture Classification

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Hand Gesture Classification using Inaudible Sound with Ensemble Method

Advances in Science Technology and Engineering Systems Journal ◽

10.25046/aj0506115 ◽

2020 ◽

Vol 5 (6) ◽

pp. 967-971

Author(s):

Jinwon Cheon ◽

Sunwoong Choi

Keyword(s):

Ensemble Method ◽

Hand Gesture ◽

Gesture Classification

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Deep Learning-Enabled Real Time In-Site Quality Inspection Based On Gesture Classification

Advances in Automotive Production Technology – Theory and Application - ARENA2036 ◽

10.1007/978-3-662-62962-8_26 ◽

2021 ◽

pp. 221-229

Author(s):

Ioan-Matei Sarivan ◽

Stefan Andreas Baumann ◽

Daniel Díez Álvarez ◽

Felix Euteneuer ◽

Matthias Reichenbach ◽

...

Keyword(s):

Deep Learning ◽

Real Time ◽

Site Quality ◽

Quality Inspection ◽

Gesture Classification

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End-to-End Hand Rehabilitation System with Single-Shot Gesture Classification for Stroke Patients

Soft Computing: Biomedical and Related Applications - Studies in Computational Intelligence ◽

10.1007/978-3-030-76620-7_5 ◽

2021 ◽

pp. 59-67

Author(s):

Wai Kin Koh ◽

Quang H. Nguyen ◽

Youheng Ou Yang ◽

Tianma Xu ◽

Binh P. Nguyen ◽

...

Keyword(s):

Single Shot ◽

Hand Rehabilitation ◽

Stroke Patients ◽

Rehabilitation System ◽

Gesture Classification ◽

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Learned Hand Gesture Classification Through Synthetically Generated Training Samples

2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) ◽

10.1109/iros.2018.8593433 ◽

2018 ◽

Author(s):

Kyle Lindgren ◽

Niveditha Kalavakonda ◽

David E. Caballero ◽

Kevin Huang ◽

Blake Hannaford

Keyword(s):

Hand Gesture ◽

Training Samples ◽

Gesture Classification

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On the Use of Temporal and Spectral Central Moments of Forearm Surface EMG for Finger Gesture Classification

2018 2nd International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE) ◽

10.1109/icmete.2018.00059 ◽

2018 ◽

Author(s):

Sneha Sharma ◽

Rinki Gupta

Keyword(s):

Surface Emg ◽

Central Moments ◽

Gesture Classification

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