Human Action Recognition Based on Supervised Class-specific Dictionary Learning with Deep Convolutional Neural Network Features

Computers Materials & Continua ◽

10.32604/cmc.2020.06898 ◽

2020 ◽

Vol 62 (3) ◽

pp. 243-262

Author(s):

Binjie Gu ◽

Weili Xiong ◽

Zhonghu Bai

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Dictionary Learning ◽

Human Action Recognition ◽

Human Action ◽

Deep Convolutional Neural Network

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End-to-end learning of deep convolutional neural network for 3D human action recognition

2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) ◽

10.1109/icmew.2017.8026281 ◽

2017 ◽

Author(s):

Chao Li ◽

Shouqian Sun ◽

Xin Min ◽

Wenqian Lin ◽

Binling Nie ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Deep Convolutional Neural Network ◽

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A resource conscious human action recognition framework using 26-layered deep convolutional neural network

Multimedia Tools and Applications ◽

10.1007/s11042-020-09408-1 ◽

2020 ◽

Author(s):

Muhammad Attique Khan ◽

Yu-Dong Zhang ◽

Sajid Ali Khan ◽

Muhammad Attique ◽

Amjad Rehman ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Deep Convolutional Neural Network

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Human action recognition using three orthogonal planes with unsupervised deep convolutional neural network

Multimedia Tools and Applications ◽

10.1007/s11042-021-10636-2 ◽

2021 ◽

Author(s):

Amany Abdelbaky ◽

Saleh Aly

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Deep Convolutional Neural Network

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Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition

Applied Soft Computing ◽

10.1016/j.asoc.2019.105986 ◽

2020 ◽

Vol 87 ◽

pp. 105986 ◽

Author(s):

Muhammad Attique Khan ◽

Muhammad Sharif ◽

Tallha Akram ◽

Mudassar Raza ◽

Tanzila Saba ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Deep Convolutional Neural Network ◽

Selection Strategy ◽

Features Fusion

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Human action recognition based on quaternion spatial-temporal convolutional neural network and LSTM in RGB videos

Multimedia Tools and Applications ◽

10.1007/s11042-018-5893-9 ◽

2018 ◽

Vol 77 (20) ◽

pp. 26901-26918 ◽

Author(s):

Bo Meng ◽

XueJun Liu ◽

Xiaolin Wang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

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F-E3D: FPGA-based Acceleration of an Efficient 3D Convolutional Neural Network for Human Action Recognition

2019 IEEE 30th International Conference on Application-specific Systems, Architectures and Processors (ASAP) ◽

10.1109/asap.2019.00-44 ◽

2019 ◽

Author(s):

Hongxiang Fan ◽

Cheng Luo ◽

Chenglong Zeng ◽

Martin Ferianc ◽

Zhiqiang Que ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

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Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer

Journal of Electronic Imaging ◽

10.1117/1.jei.27.4.043040 ◽

2018 ◽

Vol 27 (04) ◽

pp. 1 ◽

Author(s):

Jun Ren ◽

Napoleon Reyes ◽

Andre Barczak ◽

Chris Scogings ◽

Mingzhe Liu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Three Dimensional ◽

Human Action Recognition ◽

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Hierarchical Dropped Convolutional Neural Network for Speed Insensitive Human Action Recognition

2018 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2018.8486477 ◽

2018 ◽

Author(s):

Fanyang Meng ◽

Hong Liu ◽

Yongsheng Liang ◽

Mengyuan Liu ◽

Wei Liu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

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Human action recognition based on convolutional neural network and spatial pyramid representation

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2019.102722 ◽

2020 ◽

Vol 71 ◽

pp. 102722

Author(s):

Jihai Xiao ◽

Xiaohong Cui ◽

Feng Li

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Spatial Pyramid

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Human Action Recognition Using Convolutional Neural Network and Depth Sensor Data

Proceedings of the 2019 International Conference on Information Technology and Computer Communications - ITCC 2019 ◽

10.1145/3355402.3355419 ◽

2019 ◽

Author(s):

Zeeshan Ahmad ◽

Kandasamy Illanko ◽

Naimul Khan ◽

Dimitri Androutsos

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Sensor Data ◽

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