Search Results - Vision-based learning

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  1. 1
    Vision-based vehicle classification using deep learning model

    Vision-based vehicle classification using deep learning model by Ismail, Ahsiah, Ismail, Amelia Ritahani, Mohd Ara, Muhammad Afiq, Ahmad Puzi, Asmarani, Awang, Suryanti

    Published 2025
    “…In this research, the reliability of deep learning based models for vision-based vehicle classification is investigated. …”
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  2. 2
    Vision-based toddler physical activity recognition using deep learning

    Vision-based toddler physical activity recognition using deep learning by Norasyikin, Fadilah, Mohd Zamri, Ibrahim, Rosdiyana, Samad

    Published 2022
    “…Since toddlers possess different anatomical proportions than adults, their unusual movements can be a challenge to infer. In this paper, a vision-based deep learning HAR system for toddlers was developed based on skeleton features. …”
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  3. 3
    Vision-based autonomous navigation approach for a tracked robot using deep reinforcement learning

    Vision-based autonomous navigation approach for a tracked robot using deep reinforcement learning by Ejaz, Muhammad Mudassir, Tang, Tong Boon, Lu, Cheng-Kai

    Published 2020
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  4. 4
    Vision-based human detection by fine-tuned SSD models

    Vision-based human detection by fine-tuned SSD models by Tang, Jin Cheng, Ab. Nasir, Ahmad Fakhri, Mohd Razman, Mohd Azraai, P. P. Abdul Majeed, Anwar, Thai, Li Lim

    Published 2022
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  5. 5
    Vision based automatic steering control using a PID controller

    Vision based automatic steering control using a PID controller by Abdullah, A.S., Hai, L.K., Osman, N.A.A., Zainon, M.Z.

    Published 2006
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  6. 6
    A framework for Malaysian Sign Language Recognition using deep learning initiatives / Imran Md Jelas

    A framework for Malaysian Sign Language Recognition using deep learning initiatives / Imran Md Jelas by Md Jelas, Imran

    Published 2022
    “…Hence, the main objective of this paper is to develop a Framework for Malaysian Sign Language Recognition using Deep Learning. To achieve this objective, we propose a framework consisting of three main modules namely learning module, training module and detection module. …”
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  7. 7
    DEEP LEARNING MODEL OF MASKING VISION BASED AUTONOMOUS NAVIGATION FOR DRONES

    DEEP LEARNING MODEL OF MASKING VISION BASED AUTONOMOUS NAVIGATION FOR DRONES by LEE WAI, ALVIN CHUNG

    Published 2020
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  8. 8
    Vision-based human presence detection pipeline by means of transfer learning approach

    Vision-based human presence detection pipeline by means of transfer learning approach by Tang, Jin Cheng

    Published 2023
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  9. 9
    Vision Based Pedestrian Traffic Counting Using Deep Learning Method

    Vision Based Pedestrian Traffic Counting Using Deep Learning Method by Ho, Chia Hui

    Published 2022
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  10. 10
    Computer vision based traffic signs recognition system / Edwind Liaw Yee Kang

    Computer vision based traffic signs recognition system / Edwind Liaw Yee Kang by Edwind , Liaw Yee Kang

    Published 2017
    “…In order to minimize the said chances, a computer vision based traffic signs detection and recognition system is proposed and developed. …”
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  11. 11
    Vision-based inspection of PCB soldering defects

    Vision-based inspection of PCB soldering defects by Zailah W, Gan, B.Y.J., Leong, H.Y., Norsuzlin Mohd Sahar, Mohammad Tariqul Islam

    Published 2022
    “…Through this analysis, kurtosis is considered more reliable data for the machine-learning based classification in this project. The extracted data can be applied in future studies to classify overall solder joint defects on a PCB prototype by artificial neural network in machine learning classification.…”
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  12. 12
    A vision-based deep learning approach for non-contact vibration measurement using (2+1)D CNN and optical flow

    A vision-based deep learning approach for non-contact vibration measurement using (2+1)D CNN and optical flow by Harold Harrison, Mazlina Mamat, Farah Wong, Hoe Tung Yew, Racheal Lim, Wan Mimi Diyana Wan Zaki

    Published 2025
    “…This paper introduces a proof-of-concept vision-based deep learning approach for vibration measurement, proposing a factorized (2+1)D Convolutional Neural Network (CNN) model to predict four vibration metrics: acceleration, velocity, displacement, and frequency, with a focus on rigid body motion. …”
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  13. 13
    A Systematic Literature Review of Vision-Based Fire Detection, Prediction and Forecasting

    A Systematic Literature Review of Vision-Based Fire Detection, Prediction and Forecasting by Norisza Dalila Ismail, Rizauddin Ramli, Mohd Nizam Ab Rahman

    Published 2025
    “…Traditional approaches and techniques could be improved by the latest advancements in computer vision-based technologies for fire prediction and detection. …”
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  14. 14
    Vision-based road signage recognition for autonomous vehicle in agricultural plantation

    Vision-based road signage recognition for autonomous vehicle in agricultural plantation by Almashwali, Ayman Ahmed Hashem Salem, Mohamed Kassim, Anuar, Yaacob, Mohd Rusdy, Tan, Kim Loong, Awangku Jaya, Awangku Khairul Ridzwan, Ngadiron, Zuraidah, Yasuno, Takashi

    Published 2024
    “…The growth of self-driving vehicles demands dependable vision-based traffic sign recognition systems to maintain safety and efficiency in agricultural plantations. …”
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  15. 15
    Vision-Based Autonomous Navigation Approach for a Tracked Robot Using Deep Reinforcement Learning

    Vision-Based Autonomous Navigation Approach for a Tracked Robot Using Deep Reinforcement Learning by Ejaz, M.M., Tang, T.B., Lu, C.-K.

    Published 2021
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  16. 16
    Vision-based Human Presence Detection by Means of Transfer Learning Approach

    Vision-based Human Presence Detection by Means of Transfer Learning Approach by Tang, Jin Cheng, Ahmad Fakhri, Ab. Nasir, Anwar, P. P. Abdul Majeed, Mohd Azraai, Mohd Razman, Ismail, Mohd Khairuddin, Thai, Li Lim

    Published 2022
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    Book Chapter
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  17. 17
    Anomaly detection for vision-based inspection

    Anomaly detection for vision-based inspection by Chew, Yan Zhe

    Published 2022
    “…The usage of Artificial Intelligence (AI) techniques in vision-based anomaly detection is gaining traction within the manufacturing industry for quality inspection purposes. …”
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    Final Year Project / Dissertation / Thesis
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  18. 18
    Investigation on a vision-based approch for smart pothole detection using deep learning based on fast CNN

    Investigation on a vision-based approch for smart pothole detection using deep learning based on fast CNN by Alsharafi, Ashraf Khaled, Muhammed Nafis, Osman Zahid

    Published 2023
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  19. 19
    Fine-tuned RetinaNet models for Vision-based Human Presence Detection

    Fine-tuned RetinaNet models for Vision-based Human Presence Detection by Tang, Jin Cheng, Ahmad Fakhri, Ab. Nasir, Anwar P. P., Abdul Majeed, Thai, Li Lim, Mohd Azraai, Mohd Razman, Ismail, Mohd Khairuddin

    Published 2022
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  20. 20
    Stereo Camera-Based Aerial Target Geolocation in a Ground-Based Platform Environment

    Stereo Camera-Based Aerial Target Geolocation in a Ground-Based Platform Environment by Amir Hilmi Bin Ahmad Azizi

    Published 2024
    thesis::master thesis
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