LSTM FOR HUMAN ACTIVITY RECOGNITION BASED ON FEATURE EXTRACTION METHOD USING CONFORMAL GEOMETRIC ALGEBRA

Mapping Intimacies ◽

10.15625/vap.2021.0057 ◽

2021 ◽

Author(s):

Nguyen Nang Hung Van ◽

Pham Minh Tuan ◽

Do Phuc Hao ◽

Kanta Tachibana

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Geometric Algebra ◽

Extraction Method ◽

Human Activity Recognition ◽

Conformal Geometric Algebra ◽

Feature Extraction Method

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Application of an Improved Ensemble Empirical Mode Decomposition Feature Extraction Method in Human Activity Recognition Based on Inertial Sensors

Sensor Letters ◽

10.1166/sl.2018.3930 ◽

2018 ◽

Vol 16 (2) ◽

pp. 110-115 ◽

Author(s):

Huahua Wang ◽

Long Huang

Keyword(s):

Feature Extraction ◽

Empirical Mode Decomposition ◽

Activity Recognition ◽

Human Activity ◽

Extraction Method ◽

Inertial Sensors ◽

Ensemble Empirical Mode Decomposition ◽

Human Activity Recognition ◽

Feature Extraction Method ◽

Mode Decomposition

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Marker selection for human activity recognition using combination of conformal geometric algebra and principal component regression

Proceedings of the Seventh Symposium on Information and Communication Technology - SoICT '16 ◽

10.1145/3011077.3011133 ◽

2016 ◽

Author(s):

Nang Hung Van Nguyen ◽

Minh Tuan Pham ◽

Phuc Hao Do

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Geometric Algebra ◽

Principal Component Regression ◽

Principal Component ◽

Human Activity Recognition ◽

Conformal Geometric Algebra ◽

Marker Selection ◽

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A Novel Hybridization Model for Human Activity Recognition using Stacked Parallel LSTMs with 2D-CNN for Feature Extraction

10.1109/icccnt51525.2021.9579686 ◽

2021 ◽

Author(s):

Abdul Manaf F ◽

Sukhwinder Singh

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Hybridization Model

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Human Activity Recognition Based on Weighted Sum Method and Combination of Feature Extraction Methods

International Journal of Intelligent Information Systems ◽

10.11648/j.ijiis.20180701.13 ◽

2018 ◽

Vol 7 (1) ◽

pp. 9

Author(s):

Nang Hung Van Nguyen

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Extraction Methods ◽

Human Activity Recognition ◽

Weighted Sum ◽

Weighted Sum Method

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Human Activity Recognition from Accelerometer Data: Axis-Wise Versus Axes-Resultant Feature Extraction

10.1145/3487075.3487152 ◽

2021 ◽

Author(s):

Aiguo Wang ◽

Shenghui Zhao ◽

Guilin Chen

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Accelerometer Data

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A Novel Feature Extraction Method on Activity Recognition Using Smartphone

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47121-1_6 ◽

2016 ◽

pp. 67-76 ◽

Author(s):

Dachuan Wang ◽

Li Liu ◽

Xianlong Wang ◽

Yonggang Lu

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Extraction Method ◽

Feature Extraction Method

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Feature extraction for human activity recognition on streaming data

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) ◽

10.1109/inista.2015.7276759 ◽

2015 ◽

Author(s):

Nawel Yala ◽

Belkacem Fergani ◽

Anthony Fleury

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

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Multi-domain Feature Extraction for Human Activity Recognition Using Wearable Sensors

10.1109/nana53684.2021.00051 ◽

2021 ◽

Author(s):

Aiguo Wang ◽

Yue Meng ◽

Jinjun Liu ◽

Shenghui Zhao ◽

Guilin Chen

Keyword(s):

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition

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Comparison of different machine learning models on feature extraction for human activity recognition from RGB-depth datasets

Eleventh International Conference on Machine Vision (ICMV 2018) ◽

10.1117/12.2522680 ◽

2019 ◽

Author(s):

Rawya Al-Akam ◽

Dietrich Paulus

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Learning Models ◽

Machine Learning Models

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Deep Learning Networks for Human Activity Recognition with CSI Correlation Feature Extraction

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761445 ◽

2019 ◽

Author(s):

Zhenguo Shi ◽

J. Andrew Zhang ◽

Richard Xu ◽

Qingqing Cheng

Keyword(s):

Feature Extraction ◽

Deep Learning ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Learning Networks

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