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Nooritawati Md Tahir
Universiti Teknologi MARA
Machine learningPattern recognitionComputer visionComputer scienceFeature extraction
201Publications
12H-index
717Citations
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Publications 206
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#1Hana' Abd Razak (UiTM: Universiti Teknologi MARA)
#2Ali Abd Almisreb (International University of Sarajevo)H-Index: 3
Last. Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
view all 3 authors...
One of the advantages of transfer learning technique is its capability to learn new dataset using its finest pre-trained architecture. Other advantages of this technique are small dataset requirements along with faster learning process that could yield high accuracy results. Hence in this paper, anomalous gait detection or also known as forensic gait during housebreaking crime at the gate of residential units is discussed with transfer learning technique based on five popular pre-trained convolu...
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#1Rohilah SahakH-Index: 7
#2Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
Last. Fadhlan Kamaruzaman (UiTM: Universiti Teknologi MARA)H-Index: 2
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This study investigates the potential gait features that are related to human recognition using orthogonal least square (OLS). Firstly, video of 30 subjects walking in oblique view was recorded using Kinect. Next, all 20 skeleton joints in 3D space were extracted and further selected using OLS. Additionally, SVM with linear, polynomial and radial basis function (RBF) kernel was used to classify the selected features. As consequences, OLS was proven to be able to identify the significant features...
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#1M. N. Mohd NorH-Index: 2
#2Rozita Jailani (UiTM: Universiti Teknologi MARA)H-Index: 8
Last. Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
view all 3 authors...
Autism Spectrum Disorder is a lifelong neurodevelopmental impairment that affects brain growth and individual functional capabilities that associates with unusual movement and gait disturbance. The aim of this study is to investigate the significant features of EMG signals for lower limbs and arms muscle between Autism Spectrum Disorder (ASD) and Typical Development (TD) Children during walking. In this study, 30 ASD and 30 Typical Development (TD) children aged between 6 to 13 years old were as...
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Last. Muhammad Khusairi OsmanH-Index: 11
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#1Hana' Abd Razak (UiTM: Universiti Teknologi MARA)
#2Ali Abd Almisreb (International University of Sarajevo)H-Index: 3
Last. Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
view all 4 authors...
Transfer learning is highly recommended in image recognition studies due to its ability in leveraging the finest architecture of pre-trained convolution neural networks (CNNs) for instance AlexNet, GoogLeNet and several others in learning new dataset at a faster learning process with smaller input images and could yield better classification rate as well. Hence, this study discussed deep learning with transfer learning approach in recognizing and classifying normal behavior and anomalous behavio...
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#1Musab A. M. Ali (Management and Science University)H-Index: 3
Last. Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
view all 5 authors...
In this paper, a comparative study of remote techniques as sturdier schemes for creation distributed system depend on applications is presents. Demand the object active already in the process been approaches for an object occupied in another process. This area tolerates to be not in the same environment and emphasis on the modern technique event-based be intensely more but this time with the same object could respond to change concealment performance as another object. Those applications pose of...
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#1Rohilah Sahak (UiTM: Universiti Teknologi MARA)H-Index: 7
#2Nur Khalidah Zakaria (UiTM: Universiti Teknologi MARA)H-Index: 3
Last. Rozita Jailani (UiTM: Universiti Teknologi MARA)H-Index: 8
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In this study the overview of human gait analysis and recognition is discussed based on method and approach by previous researches specifically using the kinect sensor. It was found that upon extraction of the twenty skeleton points using kinect sensor, most researches investigated and explored suitable method or approach in identifying significant gait features for better recognition rate. The advantages and limitation of each study by previous researchers are discussed in detail. However, ther...
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#1Rohilah Sahak (UiTM: Universiti Teknologi MARA)H-Index: 7
#2Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
Last. Ali Al Misreb (International University of Sarajevo)
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#1Musab A. M. Ali (Management and Science University)H-Index: 3
#2Nooritawati Md Tahir (UiTM: Universiti Teknologi MARA)H-Index: 12
Last. Aseel Ismael Ali (University of Mosul)
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In this research, infants and newborns mortality can decrease significantly to 50% by monitoring vital signs and early intervention. Real time care is indeed vital for sick baby in ensuring the appropriate treatment is given and thus more attentions are required to detect any symptoms or signs of infants' diseases. Hence, a system is proposed that integrates several functions in one single device and analyze the data from sensors along with the interaction of the device that will inform the cond...
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