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  1. 1
    Study and Implementation of Data Mining in Urban Gardening

    Study and Implementation of Data Mining in Urban Gardening by Mohana, Muniandy, Lee, Eu Vern

    Published 2019
    “…The system is essentially a three-part development, utilising Android, Java Servlets, and Arduino platforms to create an optimised and automated urban-gardening system. …”
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  2. 2
    Initial assessment of facial nerve paralysis based on motion analysis using optical flow method

    Initial assessment of facial nerve paralysis based on motion analysis using optical flow method by Wan Syahirah, Wan Samsudin

    Published 2015
    “…Subjective assessments of facial nerve function are accomplished by inferring nerve function through the observation of voluntary facial movement. …”
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    Thesis
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  3. 3
    GPSO versus GA in facial emotion detection

    GPSO versus GA in facial emotion detection by Bashir, Mohammed Ghandi, Ramachandran, Nagarajan, Prof. Dr., Sazali, Yaacob, Prof. Dr., Hazry, Desa, Assoc. Prof. Dr.

    Published 2012
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  4. 4
    Simulation on Emotion Recognition for Autism Therapy

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

    Published 2017
    “…Deriving an effective facial representation from authentic face snap shots is an essential step for a success facial features reputation. …”
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    Final Year Project
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  5. 5
    A new approach in solving illumination and facial expression problems for face recognition

    A new approach in solving illumination and facial expression problems for face recognition by Yee, Wan Wong, Kah, Phooi Seng, Li, Minn Ang

    Published 2009
    “…In this paper, a novel dual optimal multiband features (DOMF) method is presented to increase the robustness of face recognition system to illumination and facial expression variations.The wavelet packet transform first decomposes image into low-, mid- and high-frequency subbands and the multiband feature fusion technique is incorporated to select the subbands that are invariant to illumination and expression variation separately.These subbands form the optimal feature sets.Parallel radial basis function neural networks are employed to classify these feature sets.The scores generated by the neural networks are combined by an adaptive fusion mechanism where the level of illumination variations of the testing image is estimated and the weights are assigned to the scores accordingly.The experimental results show that DOMF outperforms other algorithms and also achieves promising performance on illumination and facial expression variation conditions.…”
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  6. 6
    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
    “…Traditional product displays in shopping malls often fail to effectively engage customers due to their generic nature. This report presents a project on developing a product recommendation system that utilizes facial recognition technology to predict a user's age and gender. …”
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    Undergraduates Project Papers
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  7. 7
    Feature extraction and localisation using scale-invariant feature transform on 2.5D image

    Feature extraction and localisation using scale-invariant feature transform on 2.5D image by Suk, Ting Pui, Jacey-Lynn, Minoi, Terrin, Lim, Fradinho Oliveira, João, Fyfe Gillies, Duncan

    Published 2015
    “…anatomical landmarks, which is a vital initial stage for several applications, such as face recognition, facial analysis and synthesis. …”
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  8. 8
    Autism Face Detection System using Single Shot Detector and ResNet50

    Autism Face Detection System using Single Shot Detector and ResNet50 by Melinda Melinda, Muhammad Fauzan Alfariz, Yunidar Yunidar, Agung Hilm Ghimri, Maulisa Oktiana, Rizka Miftahujjannah, Nurlida Basir, Donata D. Acula

    Published 2026
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  9. 9
    Web-based expert system for material selection of natural fiber- reinforced polymer composites

    Web-based expert system for material selection of natural fiber- reinforced polymer composites by Ahmed Ali, Basheer Ahmed

    Published 2015
    “…Finally, the developed expert system was deployed over the internet with central interactive interface from the server as a web-based application. As Java is platform independent and easy to be deployed in web based application and accessible through the World Wide Web (www), this expert system can be one stop application for materials selection.…”
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  10. 10
    Integrated face detection approach for far image application

    Integrated face detection approach for far image application by Salka, Tanko Daniel

    Published 2016
    “…The last stage of the algorithm is to apply the Euler method, in which its function is to search for the facial features. …”
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  11. 11
    Disparity map calculation through epipolar lines estimation for 3D facial reconstruction

    Disparity map calculation through epipolar lines estimation for 3D facial reconstruction by Cheddad, Abbas, Setan, Halim, Majid, Zulkepli

    Published 2005
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  12. 12
    Real-Time Face Detection And Tracking Using Software And Hardware Design

    Real-Time Face Detection And Tracking Using Software And Hardware Design by Chen, Kok Keat

    Published 2018
    “…The face location was determined by calculating the centroid of the detected region. A software version of the algorithm was independently implemented and tested in MATLAB Simulink. …”
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    Monograph
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  13. 13
    An efficient algorithm for oval shape face detection in color family photos

    An efficient algorithm for oval shape face detection in color family photos by Hanafi, Marsyita, Wan Adnan, Wan Azizun, S. Ahmad, S. M.

    Published 2013
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  14. 14
    Age And Gender Recognition Mobile App

    Age And Gender Recognition Mobile App by Wee, Quo Lung

    Published 2023
    “…The functionality of this proposed mobile app is to allow user to upload photo from gallery. …”
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    Final Year Project Report / IMRAD
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  15. 15
    Modelling of head movement in expression of disgust

    Modelling of head movement in expression of disgust by Yusoff, Fakhrul Hazman

    Published 2010
    “…Head movement modelling can be seen as a part of facial expression study because some expressions like disgust involves head movement. …”
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  16. 16
    Craniofacial surgery simulation using volumetric object representations

    Craniofacial surgery simulation using volumetric object representations by Rana, Mohammad Azam, Setan, Halim, Majid, Zulkepli, Chong, Albert K.

    Published 2006
    “…This research focuses on development of a system for simulation of craniofacial reconstruction surgery based on CT and laser scan data. …”
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  17. 17
    Face emotion recognition using artificial intelligence techniques

    Face emotion recognition using artificial intelligence techniques by Kartigayan Muthukaruppan

    Published 2008
    “…The fitness functions are utilized by genetic algorithm (GA) to find the optimized values of minor axes. …”
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  18. 18
    Emotion Modelling Using Neural Network

    Emotion Modelling Using Neural Network by Lam, Choong Kee

    Published 2005
    “…The dataset was tested on Multipayer Perceptron with backpropagation learning algorithm. The emotion model obtained in this study uses parameters such as; learning rate 0.1, momentum rate 0.1, Sigmoid activation function, 200 epoch learning stopping criteria, with its architecture, 82 input units, 10 hidden units and 6 output layer units. …”
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  19. 19
    Evaluation of Security Metric for Artificial Internet of Things Smart Locking System

    Evaluation of Security Metric for Artificial Internet of Things Smart Locking System by Siti Nur Hanani, Mohd Rizal

    Published 2023
    “…Throughout this process, all developed sub-hardware components are design to interact seamlessly between one another, ensuring a functional and secure flow within the AIoT framework.…”
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  20. 20
    Learner’s emotion prediction using production rules classification algorithm through brain computer interface tool

    Learner’s emotion prediction using production rules classification algorithm through brain computer interface tool by Nurshafiqa Saffah, Mohd Sharif

    Published 2018
    “…Each respondent underwent two mathematical game sessions using a smartphone with a two-minute break in between each session. …”
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