Optimization of locally linear embedded for frontal gait recognition using kinect

QR Code

Optimization of locally linear embedded for frontal gait recognition using kinect

This study investigates the potential of gait features as human gait recognition. Firstly, skeleton joints of twenty subjects obtained from Kinect are extracted as features and further selected using the optimized locally linear embedded approach. Next, multi-layer perceptron and support vector mach...

Full description

Bibliographic Details
Published in:	ISCAIE 2017 - 2017 IEEE Symposium on Computer Applications and Industrial Electronics
Main Author:	Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2017
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85039982307&doi=10.1109%2fISCAIE.2017.8074969&partnerID=40&md5=6f38a599accd3ba154d64355cd03574d

Similar Items

Frontal view gait recognition using locally linear embedded and multilayer perceptron based on Kinect
by: Sahak R.; Tahir N.M.; Yassin A.I.; Zaman F.H.K.; Zabidi A.
Published: (2017)

Human gait recognition based on frontal view using kinect features and orthogonal least square selection
by: Sahak R.; Tahir N.M.; Yassin A.I.; Kamaruzaman F.
Published: (2018)

Human gait recognition using skeleton joint coordinates with orthogonal least square and locally linear embedded techniques
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.; Al Misreb A.
Published: (2018)

Kinect-based frontal view gait recognition using support vector machine
by: Sahak R.; Md Tahir N.; Yassin I.; Zaman F.H.H.K.
Published: (2018)

Review on Current Methods of Gait Analysis and Recognition using Kinect
by: Sahak R.; Zakaria N.K.; Tahir N.M.; Yassin A.I.M.; Jailani R.
Published: (2019)

Human gait recognition using orthogonal least square as feature selection
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

Current methods in gait analysis and recognition: A review on model-based approach
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

Convolutional Neural Network (CNN) based gait recognition system using Microsoft Kinect skeleton features
by: Guntor M.S.M.; Sahak R.; Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.; Baharom R.; Wahab N.A.
Published: (2018)

Development of MATLAB Kinect Skeletal Tracking System (MKSTS) for gait analysis
by: Abiddin W.Z.W.Z.; Jailani R.; Omar A.R.; Yassin I.M.
Published: (2016)

Object detection using depth information from Kinect sensor
by: Syarafuddin Abd. Manap M.; Sahak R.; Zabidi A.; Yassin I.; Tahir N.M.
Published: (2015)

Face detection using Min-Max features enhanced with Locally Linear Embedding
by: Hidayat R.; Jaafar F.N.; Yassin I.M.; Zabidi A.; Zaman F.H.K.; Rizman Z.I.
Published: (2018)

Optimization of principal component analysis and support vector machine for the recognition of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee K.Y.; Zabidi A.; Yassin A.I.M.
Published: (2013)

Systematic Literature Review: Recognition of Human Gait Cycle Using Machine Learning Approach
by: Kamaruzaman F.F.A.; Izhar C.A.A.; Fauzilan A.S.; Setumin S.; Hussain Z.; Abdullah M.F.
Published: (2022)

Anomalous gait detection based on support vector machine
by: Manap H.H.; Tahir N.Md.; Yassin A.I.M.
Published: (2011)

Statistical analysis of Parkinson disease gait classification using artificial neural network
by: Manap H.H.; Md Tahir N.; Yassin A.I.M.
Published: (2011)

Binary particle swarm optimization for selection of features in the recognition of infants cries with asphyxia
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

SURF based 3D object recognition for robot hand grasping
by: Remeli N.H.; Shauri R.L.A.; Yahaya F.H.; Salleh N.M.; Nasir K.; Yassin A.I.M.
Published: (2017)

Linear Differential Driven Wheel Mobile Robot Based on MPU9250 and Optical Encoder
by: Rustam I.; Tahir N.M.; Yassin A.I.M.; Wahid N.; Kassim A.H.
Published: (2022)

Non-linear behavior of root and stem diameter changes in monopodial orchid
by: Nordin M.K.; Saaid M.F.; Tahir N.M.; Yassin A.I.M.; Megat Ali M.S.A.
Published: (2021)

Binary particle swarm optimization and f-ratio for selection of features in the recognition of asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Detection of asphyxia from infant cry by linear kernel support vector machine enhanced with features from orthogonal least square
by: Sahak R.; Lee Y.K.; Mansor W.; Zabidi A.; Yassin A.I.M.
Published: (2011)

Anomaly gait classification of Parkinson disease based on ANN
by: Hazfiza Manap H.; Md Tahir N.; Ahmad Ihsan Mohamed Yassin; Abdullah R.
Published: (2011)

Fully Digitalized Optoelectronic Angular Position Sensor and Its Application in Real-Time Gait Recognition
by: Wang, et al.
Published: (2023)

Classification of frontal EEG signals of normal subjects to differentiate gender by using Artificial Neural Network
by: Ghani S.A.; Zaini N.; Norhazman H.; Yassin I.M.; Sani M.M.
Published: (2017)

Application of ANN in Gait Features of Children for Gender Classification
by: Zakaria N.K.; Jailani R.; Tahir N.M.
Published: (2015)

Speech-based gender recognition using linear prediction and mel-frequency cepstral coefficients
by: Ali Y.M.; Noorsal E.; Mokhtar N.F.; Saad S.Z.M.; Abdullah M.H.; Chin L.C.
Published: (2022)

Review on anomalous gait behavior detection using machine learning algorithms
by: Razak H.A.; Saleh M.A.M.; Tahir N.M.
Published: (2020)

Face recognition attendance system using local binary pattern (LBP)
by: Elias S.J.; Hatim S.M.; Hassan N.A.; Latif L.M.A.; Badlishah Ahmad R.; Darus M.Y.; Shahuddin A.Z.
Published: (2019)

Landmark Recognition Model for Smart Tourism using Lightweight Deep Learning and Linear Discriminant Analysis
by: Razali M.N.; Tony E.O.N.; Ibrahim A.A.A.; Hanapi R.; Iswandono Z.
Published: (2023)

Particle swarm optimization and least squares estimaton of NARMAX
by: Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Published: (2015)

Optimal features for classifying asphyxiated infant cry using support vector machine with RBF kernel
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2011)

Optimized Support Vector Machine for classifying infant cries with asphyxia using Orthogonal Least Square
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

CRASH INVESTIGATION ON FRONTAL VEHICLE CHASSIS FRAME USING FINITE ELEMENT SIMULATION
by: Ariffin N.; Kamarudin K.-A.; Abdullah A.S.; Samad M.I.A.
Published: (2022)

Crash Investigation on Frontal Vehicle Chassis Frame using Finite Element Simulation
by: Ariffin N.; Kamarudin K.-A.; Abdullah A.S.; Samad M.I.A.
Published: (2022)

Particle Swarm Optimization (PSO) Model for Hydroponics pH Control System
by: Saaid M.F.; Yassin A.I.M.; Tahir N.M.
Published: (2021)

Role of DNA styling: The creation of local brand identity recognition framework
by: Rahim W.N.; Anwar R.; Abidin S.Z.; Dass L.C.; Ujang B.
Published: (2015)

Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry
by: Sahak R.; Mansor W.; Lee Y.K.; Zabidi A.; Yassin A.I.M.
Published: (2011)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

Feature selection of electromyography signals for autism spectrum disorder children during gait using mann-whitney test
by: Mohd Nor M.N.; Jailani R.; Tahir N.M.
Published: (2020)

Distribution of frontal sinus pattern amongst Malaysian population: a skull radiograph study
by: Zulkiflee N.D.I.; Singh M.K.C.; Alias A.; Pritam H.M.H.; Chung E.; Sakaran R.; Zaidun N.H.; Woon C.K.
Published: (2022)