Investigation of the optimal sensor location and classifier for human motion classification
Human motion monitoring by means of wearable technologies is not uncommon nowadays. This demonstrates the growing awareness of the importance of healthy lifestyle. Human body motion involves the movement of multiple muscles and joints. However, the optimal location of sensor placement on the body to...
| Main Authors: | Anuar, Mohamed, Nur Aqilah, Othman, Hamzah, Ahmad, Mohd Hasnun Ariff, Hassan |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/39343/ http://umpir.ump.edu.my/id/eprint/39343/1/Investigation%20of%20the%20optimal%20sensor%20location%20and%20classifier%20for%20human.pdf http://umpir.ump.edu.my/id/eprint/39343/2/Investigation%20of%20the%20optimal%20sensor%20location%20and%20classifier%20for%20human%20motion%20classification_ABS.pdf |
Similar Items
2d08 formulation of machine learning model to classify human motion based on kinematics data of daily activities
by: Anuar, Mohamed
Published: (2022)
by: Anuar, Mohamed
Published: (2022)
The Classification of Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)
Evaluation of the machine learning classifier in wafer defects classification
by: Jessnor Arif, Mat Jizat, et al.
Published: (2021)
by: Jessnor Arif, Mat Jizat, et al.
Published: (2021)
Investigation on the physical chemical optical and antimicrobial properties of zno and zno ta nanostructures
by: Aqilah, Kamaruzaman
Published: (2021)
by: Aqilah, Kamaruzaman
Published: (2021)
Classification of skateboarding tricks by synthesizing transfer learning models and machine learning classifiers using different input signal transformations
by: Muhammad Amirul, Abdullah
Published: (2022)
by: Muhammad Amirul, Abdullah
Published: (2022)
IMPACT OF NUMBER OF ATTRIBUTES ON THE ACCURACY OF HUMAN MOTION CLASSIFICATION
by: Chan, Choon K, et al.
Published: (2018)
by: Chan, Choon K, et al.
Published: (2018)
Preliminary Investigation of an Innovative Digital Motion Analysis Device for Badminton Athlete Performance Evaluation
by: Zahari, Taha, et al.
Published: (2016)
by: Zahari, Taha, et al.
Published: (2016)
Development of quranic reciter identification system using MFCC and GMM classifier
by: Gunawan, Teddy Surya, et al.
Published: (2018)
by: Gunawan, Teddy Surya, et al.
Published: (2018)
The formulation of a transfer learning pipeline for the classification of the wafer defects
by: Lim, Shi Xuen
Published: (2023)
by: Lim, Shi Xuen
Published: (2023)
Investigation of rectangular shape object detection and classification using python
by: Zulkefle, Mohamad Hafizie, et al.
Published: (2022)
by: Zulkefle, Mohamad Hafizie, et al.
Published: (2022)
An investigation on the effect of lateral motion on normal forces acting on each tires for nonholonomic electric vehicle: Experimental results
by: K., Baarath, et al.
Published: (2019)
by: K., Baarath, et al.
Published: (2019)
Investigating Effects of Rim and Web Thicknesses on Root Stress of Thin-rimmed Spur Gear with Symmetric Web Arrangement
by: Ismail Ali, Abdul Aziz, et al.
Published: (2017)
by: Ismail Ali, Abdul Aziz, et al.
Published: (2017)
The classification of skateboarding trick images by means of transfer learning and machine learning models
by: Muhammad Nur Aiman, Shapiee
Published: (2021)
by: Muhammad Nur Aiman, Shapiee
Published: (2021)
Parametric Analysis of the Influence of Elastomeric Foam on the Head Response During Soccer Heading Manoeuvre
by: Zahari, Taha, et al.
Published: (2016)
by: Zahari, Taha, et al.
Published: (2016)
The classification of skateboard trick manoeuvres through the integration of inertial measurement unit (imu) and machine learning
by: Muhammad Ar Rahim, Ibrahim
Published: (2022)
by: Muhammad Ar Rahim, Ibrahim
Published: (2022)
The identification of oreochromis niloticus feeding behaviour through the integration of photoelectric sensor and logistic regression classifier
by: Mohamad Radzi, Mohd Sojak, et al.
Published: (2018)
by: Mohamad Radzi, Mohd Sojak, et al.
Published: (2018)
Exfoliation of few-layer graphene in red spinach solution : the fabrication of smart “sticky note” sensor
by: Wan Farhana, W Idris
Published: (2024)
by: Wan Farhana, W Idris
Published: (2024)
Image Classification with Higher-Dimension Watershed Classifier: A Test to Malaysian National Land Use Classification Scheme
by: Hashim, Mazlan
Published: (1996)
by: Hashim, Mazlan
Published: (1996)
Human motion detection and classification
by: Khalifa, Othman Omran, et al.
Published: (2011)
by: Khalifa, Othman Omran, et al.
Published: (2011)
Optimization of magneto-rheological fluid in squeeze mode using combined d-optimal mixture design
by: Siti Aishah, Wahid
Published: (2019)
by: Siti Aishah, Wahid
Published: (2019)
The investigation of meat classification based on significant authentication features using odor-profile intelligent signal processing approach
by: Nur Farina, Hamidon Majid, et al.
Published: (2020)
by: Nur Farina, Hamidon Majid, et al.
Published: (2020)
The investigation of meat classification based on significant authentication features using odor-profile intelligent signal processing approach
by: Nur Farina, Hamidon Majid, et al.
Published: (2020)
by: Nur Farina, Hamidon Majid, et al.
Published: (2020)
Development of wrist monitoring device to measure wrist range of motion
by: Fong, Jin Hiung, et al.
Published: (2020)
by: Fong, Jin Hiung, et al.
Published: (2020)
Recognizing Patterns of Music Signals to Songs Classification Using Modified AIS-Based Classifier
by: Muda, N. A., et al.
Published: (2011)
by: Muda, N. A., et al.
Published: (2011)
Ensemble-based machine learning algorithms for classifying breast tissue based on electrical impedance spectroscopy
by: Rahman, Sam Matiur, et al.
Published: (2020)
by: Rahman, Sam Matiur, et al.
Published: (2020)
Vehicle locator system for multi-storage car park management
by: Nasir, Ahmad Fakhri Ab
Published: (2017)
by: Nasir, Ahmad Fakhri Ab
Published: (2017)
Finger Motion In Classifying Offline Handwriting Patterns
by: Yeoh, Shen Horng
Published: (2017)
by: Yeoh, Shen Horng
Published: (2017)
Human location estimation using thermopile array sensor
by: Parnin, Sulleha, et al.
Published: (2017)
by: Parnin, Sulleha, et al.
Published: (2017)
Design a precision motion control of an upper limb robotic arm
by: Kwan, Ze Zhen, et al.
Published: (2022)
by: Kwan, Ze Zhen, et al.
Published: (2022)
Microcutting performance monitoring – investigation on tool failure criterion
by: Ainur Munira, Rosli
Published: (2022)
by: Ainur Munira, Rosli
Published: (2022)
Designing human robot interaction for emotionally expressive robotic head AMIR-iii
by: Iqbal, A., et al.
Published: (2011)
by: Iqbal, A., et al.
Published: (2011)
Vision-based human presence detection pipeline by means of transfer learning approach
by: Tang, Jin Cheng
Published: (2023)
by: Tang, Jin Cheng
Published: (2023)
Investigating efficiency of materials management at original equipment manufacturer (OEM)
by: Hassan Murshid, Zsa Zsa Nura’in, et al.
Published: (2022)
by: Hassan Murshid, Zsa Zsa Nura’in, et al.
Published: (2022)
Development of controllino program to integrate the sensor inputs for motors control
by: Muhammad Shafinaim Akmal, Zulkifli, et al.
Published: (2023)
by: Muhammad Shafinaim Akmal, Zulkifli, et al.
Published: (2023)
Manpower Optimization and Process Efficiency Improvement at a Textile Manufacturing Company
by: Abdullah, Rohana, et al.
Published: (2010)
by: Abdullah, Rohana, et al.
Published: (2010)
Computational analysis of the effect of cardiac motion on left main coronary artery hemodynamics
by: Laila Fadhillah, Ulta Delestri, et al.
Published: (2022)
by: Laila Fadhillah, Ulta Delestri, et al.
Published: (2022)
The optical quantification measurement on aggregated aqueous ZnO nanostructures upon exposure to tannic acid
by: Nurul Akmal, Che Lah, et al.
Published: (2019)
by: Nurul Akmal, Che Lah, et al.
Published: (2019)
Integrated assessment of MIG welding parameters on carbon steel using RSM optimization
by: Junita, Mohd Said
Published: (2023)
by: Junita, Mohd Said
Published: (2023)
A generalized laser simulator algorithm for optimal path planning in constraints environment
by: Aisha, Muhammad
Published: (2022)
by: Aisha, Muhammad
Published: (2022)
Investigation of continuous human weight monitoring based on optical fiber sensor
by: Nas ‘Adilah, Mohd Adif
Published: (2022)
by: Nas ‘Adilah, Mohd Adif
Published: (2022)
Similar Items
-
2d08 formulation of machine learning model to classify human motion based on kinematics data of daily activities
by: Anuar, Mohamed
Published: (2022) -
The Classification of Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021) -
Evaluation of the machine learning classifier in wafer defects classification
by: Jessnor Arif, Mat Jizat, et al.
Published: (2021) -
Investigation on the physical chemical optical and antimicrobial properties of zno and zno ta nanostructures
by: Aqilah, Kamaruzaman
Published: (2021) -
Classification of skateboarding tricks by synthesizing transfer learning models and machine learning classifiers using different input signal transformations
by: Muhammad Amirul, Abdullah
Published: (2022)