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  1. 1
    Age-based facial recognition using convoluted neural network deep learning algorithm

    Age-based facial recognition using convoluted neural network deep learning algorithm by Julius Yong Wu Jien, Aslina Baharum, Shaliza Hayati A. Wahab, Nordin Saad, Muhammad Omar, Noorsidi Aizuddin Mat Noor

    Published 2020
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  2. 2
    EEG-based emotion recognition using machine learning algorithms

    EEG-based emotion recognition using machine learning algorithms by Lam, Yee Wei

    Published 2024
    “…Human emotions are very complex and hard to identify based on their facial expressions and appearance. …”
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  3. 3
    Deep Learning Based Face Attributes Recognition

    Deep Learning Based Face Attributes Recognition by Saidi, Mohamad Hazim

    Published 2018
    “…Combined-algorithm based optimizers plays an important role in optimizing the training algorithm. …”
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  4. 4
    Target heart rate zone detector during exercise based on real-time facial expression using single shot detection algorithm / Muhammad Azziq Shamsudin, Raihah Aminuddin and Ummu Mardhiah Abdul Jalil

    Target heart rate zone detector during exercise based on real-time facial expression using single shot detection algorithm / Muhammad Azziq Shamsudin, Raihah Aminuddin and Ummu Mar... by Shamsudin, Muhammad Azziq, Aminuddin, Raihah, Abdul Jalil, Ummu Mardhiah

    Published 2022
    “…The object detection machine learning model used in this project is Single Shot Detector (SSD) algorithm. …”
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  5. 5
    Detection of mental disorders based on the analysis of emotion, facial expressions and facial movements in a video stream

    Detection of mental disorders based on the analysis of emotion, facial expressions and facial movements in a video stream by Nurzhanova, Aizhan, Mussabek, Miras, Ince, Gokhan, Mustaffa, Mas Rina, Zhumadillayeva, Ainur

    Published 2025
    “…Using machine learning techniques and deep learning algorithms, we aim to create an algorithm for emotion recognition using a personalized approach. …”
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  6. 6
    Age detection from face using Convolutional Neural Network (CNN) / Hanin Hanisah Usok @ Yusoff

    Age detection from face using Convolutional Neural Network (CNN) / Hanin Hanisah Usok @ Yusoff by Usok @ Yusoff, Hanin Hanisah

    Published 2024
    “…A user-friendly desktop system is created for input of facial photos and receiving immediate age estimation results, illustrating machine learning's assure in age identification. …”
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  7. 7
    Simulation on Emotion Recognition for Autism Therapy

    Simulation on Emotion Recognition for Autism Therapy by Adzmi, Muhammad Azrin

    Published 2017
    “…On this paper, we empirically evaluate facial representation based totally on statistical local functions, neighborhood Binary styles, for person-independent facial expression recognition. …”
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  8. 8
    Efficient deep learning-based data-centric approach for autism spectrum disorder diagnosis from facial images using explainable AI

    Efficient deep learning-based data-centric approach for autism spectrum disorder diagnosis from facial images using explainable AI by Alam, Mohammad Shafiul, Rashid, Muhammad Mahbubur, Faizabadi, Ahmed Rimaz, Mohd Zaki, Hasan Firdaus, Alam, Tasfiq E., Ali, Md Shahin, Gupta, Kishor Datta, Ahsan, Md Manjurul

    Published 2023
    “…The research describes an effective deep learning-based, data-centric approach for diagnosing autism spectrum disorder from facial images. …”
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  9. 9
    Student attendance system using facial recognition based on deep learning / Syahila Aina Haris and Zulfikri Paidi

    Student attendance system using facial recognition based on deep learning / Syahila Aina Haris and Zulfikri Paidi by Haris, Syahila Aina, Paidi, Zulfikri

    Published 2023
    “…In this suggested system, K-NN is used to categorize student faces, deep metric learning is used to build facial embedding, and Convolutional Neural Network (CNN) is used to detect faces in photos. …”
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  10. 10
    Wink based facial expression classification using machine learning approach

    Wink based facial expression classification using machine learning approach by Rashid, Mamunur, Norizam, Sulaiman, Mahfuzah, Mustafa, Bari, Bifta Sama, Sadeque, Md Golam, Hasan, Md Jahid

    Published 2020
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  11. 11
    A deep learning approach for facial detection in targeted billboard advertising / Lau Sian En

    A deep learning approach for facial detection in targeted billboard advertising / Lau Sian En by Lau , Sian En

    Published 2025
    “…This research explores a deep learning-based facial detection system for targeted advertising, aiming to enhance consumer engagement by delivering personalized advertisements. …”
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  12. 12
    AUTOMATED IP CAMERA: ATTENDANCE BASED APPLICATION USING FACIAL RECOGNITION

    AUTOMATED IP CAMERA: ATTENDANCE BASED APPLICATION USING FACIAL RECOGNITION by HASHIM, MOHD ASYRAF

    Published 2016
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  13. 13
    Effect of different modalities of facial images for diagnosis of ASD by deep neural network

    Effect of different modalities of facial images for diagnosis of ASD by deep neural network by Rashid, Muhammad Mahbubur, Alam, Mohammad Shafiul, Haque, M A, Ali, Mohammad Yeakub, Yvette, Susiapan

    Published 2024
    “…It delves into how deep learning algorithms perform with different facial image modalities, especially 2D and 3D, while addressing specific challenges associated with each. …”
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  14. 14
    Facial recognition attendance system

    Facial recognition attendance system by Lew, Tian Pei

    Published 2023
    “…A web-based system was developed to let admin and instructor to manage the class and class attendance while the Android-based system was developed to let students to check their attendance.…”
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  15. 15
    Power of alignment: exploring the effect of face alignment on ASD diagnosis using facial images

    Power of alignment: exploring the effect of face alignment on ASD diagnosis using facial images by Alam, Mohammad Shafiul, Rashid, Muhammad Mahbubur, Faizabadi, Ahmed Rimaz, Mohd Zaki, Hasan Firdous

    Published 2024
    “…This research examines the effect of face alignment for the early diagnosis of Autism Spectrum Disorder (ASD) using facial images with the possibility that face alignment can improve the prediction accuracy of deep learningalgorithms.This work uses the SOTA deep learning-based face alignment algorithm MTCNN to preprocess the raw data. …”
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  16. 16
    Product Recommendation System (Targeted Recommendation using Deep Learning in Computer Vision)

    Product Recommendation System (Targeted Recommendation using Deep Learning in Computer Vision) by Sharvinteraan, C. Mogan

    Published 2023
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    Undergraduates Project Papers
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  17. 17
    A preliminary framework of measuring music attractiveness based on facial beauty theory

    A preliminary framework of measuring music attractiveness based on facial beauty theory by Hoo, Yong Leng, Mohd Norowi, Noris, Jantan, Azrul Hazri

    Published 2016
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  18. 18
    Auto raise hand in Microsoft teams (API/Extension)

    Auto raise hand in Microsoft teams (API/Extension) by Teh, Boon Hin

    Published 2023
    “…To be more specific, it is regarding facial expression recognition based on deep learning. …”
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  19. 19
    Unconstrained facial recognition systems: a review

    Unconstrained facial recognition systems: a review by Hassan, Marwa Yousif, Khalifa, Othman Omran, Abu Talib, Azhar, Hassan Abdalla Hashim, Aisha

    Published 2015
    “…Recently, newly developed algorithms in the field that are based on deep learning technology have made significant progress. …”
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  20. 20
    Multi-modal association learning using spike-timing dependent plasticity (STDP)

    Multi-modal association learning using spike-timing dependent plasticity (STDP) by Ibrahim, Mohammed Fadhil

    Published 2014
    “…We propose an associative learning model that can integrate facial images with speech signals to target a subject in a reinforcement learning (RL) paradigm. …”
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