Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks

IEEE Sensors Journal ◽

10.1109/jsen.2019.2892073 ◽

2019 ◽

Vol 19 (8) ◽

pp. 3041-3048 ◽

Author(s):

Sruthy Skaria ◽

Akram Al-Hourani ◽

Margaret Lech ◽

Robin J. Evans

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Doppler Radar ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Deep Convolutional Neural Networks

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Hand Gesture Recognition Using Deep Convolutional Neural Networks

ICT Innovations 2016 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-68855-8_5 ◽

2017 ◽

pp. 49-58 ◽

Author(s):

Gjorgji Strezoski ◽

Dario Stojanovski ◽

Ivica Dimitrovski ◽

Gjorgji Madjarov

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Deep Convolutional Neural Networks

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Doppler-Radar Based Hand Gesture Recognition System Using Convolutional Neural Networks

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-10-6571-2_132 ◽

2018 ◽

pp. 1096-1113 ◽

Author(s):

Jiajun Zhang ◽

Jinkun Tao ◽

Zhiguo Shi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Doppler Radar ◽

Recognition System ◽

Hand Gesture Recognition ◽

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Max-pooling convolutional neural networks for vision-based hand gesture recognition

2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA) ◽

10.1109/icsipa.2011.6144164 ◽

2011 ◽

Author(s):

Jawad Nagi ◽

Frederick Ducatelle ◽

Gianni A. Di Caro ◽

Dan Ciresan ◽

Ueli Meier ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

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Hand Gesture Recognition Using Convolutional Neural Networks

2018 USNC-URSI Radio Science Meeting (Joint with AP-S Symposium) ◽

10.1109/usnc-ursi.2018.8602809 ◽

2018 ◽

Author(s):

Shengchang Lan ◽

Zonglong He ◽

Weichu Chen ◽

Lijia Chen

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

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Hand gesture recognition with 3D convolutional neural networks

2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ◽

10.1109/cvprw.2015.7301342 ◽

2015 ◽

Author(s):

Pavlo Molchanov ◽

Shalini Gupta ◽

Kihwan Kim ◽

Jan Kautz

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

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Hand Gesture Recognition via Radar Sensors and Convolutional Neural Networks

2020 IEEE Radar Conference (RadarConf20) ◽

10.1109/radarconf2043947.2020.9266565 ◽

2020 ◽

Author(s):

S. Franceschini ◽

M. Ambrosanio ◽

S. Vitale ◽

F. Baselice ◽

A. Gifuni ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

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A Comparison of 2D and 3D Convolutional Neural Networks for Hand Gesture Recognition from RGB-D Data

2019 27th Iranian Conference on Electrical Engineering (ICEE) ◽

10.1109/iraniancee.2019.8786671 ◽

2019 ◽

Author(s):

Meghdad Kurmanji ◽

Foad Ghaderi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

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Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks

2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip45357.2019.8969418 ◽

2019 ◽

Author(s):

Elahe Rahimian ◽

Soheil Zabihi ◽

S. Farokh Atashzar ◽

Amir Asif ◽

Arash Mohammadi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Hand Gesture Recognition ◽

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Hand Gesture Recognition System using Convolutional Neural Networks

2018 4th International Conference on Computing Communication and Automation (ICCCA) ◽

10.1109/ccaa.2018.8777621 ◽

2018 ◽

Author(s):

Raj Patel ◽

Jash Dhakad ◽

Kashish Desai ◽

Tanay Gupta ◽

Stevina Correia

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Gesture Recognition ◽

Recognition System ◽

Hand Gesture Recognition ◽

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Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition

Pattern Recognition ◽

10.1016/j.patcog.2017.10.033 ◽

2018 ◽

Vol 76 ◽

pp. 80-94 ◽

Author(s):

Juan C. Núñez ◽

Raúl Cabido ◽

Juan J. Pantrigo ◽

Antonio S. Montemayor ◽

José F. Vélez

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Gesture Recognition ◽

Short Term Memory ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Term Memory ◽

Long Short Term Memory

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