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  1. 1
    Vehicle detection for vision-based intelligent transportation systems using convolutional neural network algorithm

    Vehicle detection for vision-based intelligent transportation systems using convolutional neural network algorithm by Khalifa, Othman Omran, Wajdi, Muhammad H., Saeed, Rashid A., Hassan Abdalla Hashim, Aisha, Ahmed, Muhammed Z., Ali, Elmustafa Sayed

    Published 2022
    “…Software based solutions using traditional algorithms such as Histogram of Gradients (HOG) and Gaussian Mixed Model (GMM) are computationally slow and not suitable for real-time traffic detection. )erefore, the paper will review and evaluate different vehicle detection methods. …”
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  2. 2
    SKF-based image template matching for distance measurement by using stereo vision

    SKF-based image template matching for distance measurement by using stereo vision by Nurnajmin Qasrina, Ann, Pebrianti, Dwi, Bayuaji, Luhur, Mohd Razali, Daud, Rosdiyana, Samad, Zuwairie, Ibrahim, Rosyati, Hamid, Mohammad, Syafrullah

    Published 2018
    “…Therefore, image matching problem can be considered to optimization problem and can be solved precisely. The search of the image template has been performed exhaustively by using Simulated Kalman Filter (SKF) algorithm. …”
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  3. 3
    Multilevel optimization for dense motion estimation

    Multilevel optimization for dense motion estimation by Saaban, Azizan, Kalmoun, El Mostafa, Ibrahim, Haslinda, Ramli, Razamin, Omar, Zurni

    Published 2011
    “…We evaluated the performance of different optimization techniques developed in the context of optical flow computation with different variational models.In particular, based on truncated Newton methods (TN) that have been an effective approach for large-scale unconstrained optimization, we developed the use of efficient multilevel schemes for computing the optical flow.More precisely, we evaluated the performance of a standard unidirectional multilevel algorithm - called multiresolution optimization (MR/Opt), to a bidrectional multilevel algorithm - called full multigrid optimization (FMG/Opt).The FMG/Opt algorithm treats the coarse grid correction as an optimization search direction and eventually scales it using a line search. …”
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  4. 4
    Face reidentification system to track factory visitors using OpenVINO

    Face reidentification system to track factory visitors using OpenVINO by Wong, Yiek Heng

    Published 2020
    “…OpenVINO affect the performance of inference, OpenVINO optimizes multiple calls in the traditional computer vision algorithm implemented in OpenCV, and performs specific optimizations for deep learning inference. …”
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  5. 5
    Literature Survey On Stereo Vision Disparity Map Algorithms

    Literature Survey On Stereo Vision Disparity Map Algorithms by Rostam Affendi, Hamzah, Haidi, Ibrahim

    Published 2016
    “…The survey also notes the implementation of previous software-based and hardware-based algorithms. Generally, the main processing module for a software-based implementation uses only a central processing unit. …”
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  6. 6
    Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin

    Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin by Kamarudin, Muhammad Zarif

    Published 2010
    “…Programming software is required in order to execute the image acquisition and image analysis algorithm. …”
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  7. 7
    Software optimization of vision-based around view monitoring system on embedded platform

    Software optimization of vision-based around view monitoring system on embedded platform by Mahamud, Nurul Hidayah, Zainal Abidin, Zulkifli, Mohd Zaki, Hasan Firdaus, Mohd Mustafah, Yasir, Sediono, Wahju, Abdul Rahman, Hasbullah, S., Hanizam, Abdul Matin, M. A. A., Ahmad Rudin, Nurul Syuhada

    Published 2020
    “…This research focused on optimizing and implementing a vision-based Around View Monitoring (AVM) system running on two embedded boards of Cortex-A7 quad and Cortex-A15 quad-core, and desktop platform of Intel i7 core. …”
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  8. 8
    Development of cost efficient vision system for defects detection / Muhammad Zarif Kamarudin

    Development of cost efficient vision system for defects detection / Muhammad Zarif Kamarudin by Kamarudin, Muhammad Zarif

    Published 2010
    “…Programming software is required in order to execute the image acquisition and image analysis algorithm. …”
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  9. 9
    Vision Based Multi Sensor Feedback System For Robot System With Intelligent

    Vision Based Multi Sensor Feedback System For Robot System With Intelligent by Syed Mohamad Shazali, Syed Abdul Hamid

    Published 2009
    “…This research focuses on building a vision based feedback system for robotics application that consists of image processor and two vision-based sensor devices. …”
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  10. 10
    An automated strabismus classification using machine learning algorithm for binocular vision management system

    An automated strabismus classification using machine learning algorithm for binocular vision management system by Rohismadi, Muhammad Amirul Isyraf, Mat Raffei, Anis Farihan, Zulkifli, Nor Saradatul Akmar, Ithnin, Mohd. Hafidz, Othman, Shah Farez

    Published 2023
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  11. 11
    A Pixel Matching Process And Multiples Roi For Stereo Images In Stereo Vision Application

    A Pixel Matching Process And Multiples Roi For Stereo Images In Stereo Vision Application by Hamzah, Rostam Affendi, Salleh, Azahari, A Aziz, Khairul Azha, Mohammed Napiah, Zul Atfyi Fauzan

    Published 2011
    “…The algorithm uses Sum of Absolute Differences (SAD) which is developed using Matlab software. …”
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  12. 12
    An in-process robot calibration of serial link manipulator arm based on a 3-D machine vision for minimal invasive orthopedic surgery operation / Muhammad Azmi Ayub … [et al.]

    An in-process robot calibration of serial link manipulator arm based on a 3-D machine vision for minimal invasive orthopedic surgery operation / Muhammad Azmi Ayub … [et al.] by Ayub, Muhammad Azmi, Taib, Mohd Nasir, Jaafar, Roseleena, Omar, Ahmad Maliki, Manurung, Yupiter Harangan Prasada

    Published 2010
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    Research Reports
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  13. 13
    An automated strabismus classification using machine learning algorithm for binocular vision management system

    An automated strabismus classification using machine learning algorithm for binocular vision management system by Muhammad Amirul Isyraf, Rohismadi, Anis Farihan, Mat Raffei, Nor Saradatul Akmar, Zulkifli, Mohd. Hafidz, Ithnin, Shah Farez, Othman

    Published 2023
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  14. 14
    A Pixel to Pixel Correspondence and Region of Interest in Stereo Vision Application

    A Pixel to Pixel Correspondence and Region of Interest in Stereo Vision Application by Hamzah, Rostam Affendi, A Aziz, Khairul Azha, M Shokri, Ahmad Sayuthi

    Published 2012
    “…The algorithm uses Sum of Absolute Differences (SAD) which is developed using Matlab software. …”
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  15. 15
    Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms

    Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms by Mudit, Khater

    Published 2024
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  16. 16
    Development of a computer vision-based technique for analysis of hand therapy exercise

    Development of a computer vision-based technique for analysis of hand therapy exercise by Muhammad Zabri, Abu Bakar

    Published 2018
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  17. 17
    A BBN-based framework for adaptive IP-reuse

    A BBN-based framework for adaptive IP-reuse by Azman, Amelia Wong, Bigdeli, Abbas, Biglari-Abhari, Morteza, Mohd Mustafah, Yasir, Lovell, Brian

    Published 2009
    “…The complexity of implementing vision algorithm on embedded systems can greatly benefit from research in HW/SW partitioning and IP-reuse. …”
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  18. 18
    Mobile Vision-based Automatic Counting of Bacteria Colonies

    Mobile Vision-based Automatic Counting of Bacteria Colonies by Jacey-Lynn, Minoi, Tin, Tze Chiang, Terrin, Lim

    Published 2017
    “…In this paper, we introduce a mobile based computer vision algorithm for automatic bacteria colony counting using morphological operations and transforms in image processing, on a custom Android mobile cross-platform open source software and written in Java, C++ and Open CV computer vision library. …”
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  19. 19
    An Analysis Of Multiple Size Region Of Interest In Disparity Mapping For Stereo Vision Application

    An Analysis Of Multiple Size Region Of Interest In Disparity Mapping For Stereo Vision Application by Hamzah, Rostam Affendi, Hamid, Mohd Saad, Rosly, Hasrul 'Nisham, Hashim, Nik Mohd Zarifie

    Published 2011
    “…The algorithm uses Sum of Absolute Differences (SAD) which is developed using Matlab software. …”
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  20. 20
    Stereo vision based robotic bin picking system for agile manufacturing

    Stereo vision based robotic bin picking system for agile manufacturing by Fathinul-Syahir, Ahmad Sa'ad, Hazry, Desa, Dr., Muhammad Juhairi Aziz, Safar

    Published 2011
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