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  1. 1
    A model for real-time recognition and textual representation of Malaysian sign language through image processing

    A model for real-time recognition and textual representation of Malaysian sign language through image processing by Karabasi, Mostafa, Bhatti, Zeeshan, Shah, Asadullah

    Published 2013
    “…We propose a model for recognizing Malaysian sign language through image processing techniques and converting the visual information into textual information in real-time. …”
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    Proceeding Paper
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  2. 2
    Template neural particle optimization for vehicle license plate recognition

    Template neural particle optimization for vehicle license plate recognition by A Jalil, Norazira

    Published 2015
    “…Pre-processing is an initial step in image processing to improve image quality for more suitability in visualizing perception or computational processing while filtering is required to solve contrast enhancement, noise suppression, blurry issue and data reduction. …”
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  3. 3
    Development of a Real-Time Intelligent Biometric Face Detection and Recognition System in LabVIEW

    Development of a Real-Time Intelligent Biometric Face Detection and Recognition System in LabVIEW by Muralindran Mariappan, Manimehala Nadarajan, Rosalyn R Porle

    Published 2013
    “…Algorith ms in LabVIEW are developed to detect and extract the face region in a captured fra me which is then sent to NN for recognition process. Consecutive frames video processing was implemented for a real-time face recognition system. …”
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  4. 4
    Real time waste material detection using region-based convolutional neural network (RCNN) / Mohammad Aiman Haziq Mohd Hudzir

    Real time waste material detection using region-based convolutional neural network (RCNN) / Mohammad Aiman Haziq Mohd Hudzir by Mohd Hudzir, Mohammad Aiman Haziq

    Published 2019
    “…Next, the dataset will undergo pre-processing that creates bound box around the images. …”
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  5. 5
    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings

    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings by Mohamed Anuar, Mohamed Marzhar

    Published 2022
    “…We then continued our study to find the best method for paddy seedlings density classification task. All the pre-trained models showed comparable accuracy with the Base Model when trained to classify a new object with hyperparameter tuning and our proposed image pre-processing which reduces noise and enhanced input images features. …”
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  6. 6
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Arriffin, Maizatul Najihah, Salama A. Mostafa, Salama A. Mostafa, Khattak, Umar Farooq, Musa Jaber, Mustafa, Baharum, Zirawani, Defni, Defni, Gusman, Taufik

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  7. 7
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Arriffin, Maizatul Najihah, A. Mostafa, Salama, Khattak, Umar Farooq, Musa Jaber, Mustafa, Baharum, Zirawani, Defni, Defni, Gusman, Taufik

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  8. 8
    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin

    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin by Ahmad, Khairul Azman, Mohd Noor, Mohd Halim, Mohamad Idin, Mohamad Adha

    Published 2011
    “…Pre¬processing consists of a collection of simple image processing tasks that change the raw input video into a format that can be processed by subsequent steps. …”
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  9. 9
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Arriffin, Maizatul Najihah, Salama A. Mostafa, Salama A. Mostafa, Umar Farooq Khattak, Umar Farooq Khattak, Mustafa Musa Jaber, Mustafa Musa Jaber, Baharum, Zirawani, Defni, Defni, Gusman, Taufik

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  10. 10
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Arriffin, Maizatul Najihah, Salama A. Mostafa, Salama A. Mostafa, Umar Farooq Khattak, Umar Farooq Khattak, Mustafa Musa Jaber, Mustafa Musa Jaber, Baharum, Zirawani, Defni, Defni, Taufik Gusman, Taufik Gusman

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  11. 11
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Arriffin, Maizatul Najihah, A. Mostafa, Salama, Umar Farooq Khattak, Umar Farooq Khattak, Musa Jaber, Mustafa, Baharum, Zirawani, Defni, Defni, Taufik Gusman, Taufik Gusman

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  12. 12
    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems

    Vehicles Speed Estimation Model from Video Streams for Automatic Traffic Flow Analysis Systems by Maizatul Najihah Arriffin, Maizatul Najihah Arriffin, Salama A. Mostafa, Salama A. Mostafa, Umar Farooq Khattak, Umar Farooq Khattak, Mustafa Musa Jaber, Mustafa Musa Jaber, Zirawani Baharum, Zirawani Baharum, Defni, Defni, Taufik Gusman, Taufik Gusman

    Published 2023
    “…The model uses a bilateral filter in the pre-processing strategy to provide free-shadow image quality and sharpen the image. …”
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  13. 13
    Real-time pre-placed marker-less square-ROI verification system based on contour-corner approach for breast augmentation

    Real-time pre-placed marker-less square-ROI verification system based on contour-corner approach for breast augmentation by Rechard Lee, Abdullah Bade, Salina Sulaiman, Siti Hasnah Tanalol

    Published 2013
    “…On receiving an input image, the proposed system will process the image, finds and detects strong interest point from the ROI by applying enhanced contour-corner detection. …”
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  14. 14
    A robust illumination-invariant face recognition based on fusion of thermal IR, maximum filter and visible image

    A robust illumination-invariant face recognition based on fusion of thermal IR, maximum filter and visible image by Rayner Pailus, Rayner Alfred

    Published 2020
    “…These approaches allow us to improve the image pre-processing as well as feature extraction and face detection, even if we capture a person’s face image in total darkness. …”
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  15. 15
    Partial Pose Estimation Of Rigid Object System Using Cad Database

    Partial Pose Estimation Of Rigid Object System Using Cad Database by Zulkoffli, Zuliani

    Published 2017
    “…Image pre-processing consists of image rescaling, image segmentation and image registration. …”
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  16. 16
    Development Of Algorithms For Vehicle Classification And Speed Estimation From Dynamic Scenes By On-Board Camera Using Image Processing Techniques

    Development Of Algorithms For Vehicle Classification And Speed Estimation From Dynamic Scenes By On-Board Camera Using Image Processing Techniques by Aminuddin, Nur Shazwani

    Published 2018
    “…Overall the e development indicated that image processing has the ability to visualize the surrounding area for drivers and passengers that was near to real human visions a contribution to human-machine interactions that can be beneficial.…”
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  17. 17
    Real-time facial expression recognition system (FERS)

    Real-time facial expression recognition system (FERS) by Thelehaswary, Appalasamy

    Published 2011
    “…Evolutionary methodology was implemented in this system design by using several image processing techniques include imageacquisition,image enhancement (or known as pre-processing stages)and feature extraction.Hundred and fifty four sample,data of human faces in the range of 18 to 26 years old is tested.The system first applies some pre-processing stages to enhance the input image and reduce the noise.The face boundary will then be detected. …”
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  18. 18
    Removing mixture of Gaussian and Impulse noise of images using sparse coding

    Removing mixture of Gaussian and Impulse noise of images using sparse coding by Mahsa Malekzadeh, Saeed Meshgini, Reza Afrouzian, Ali Farzamnia, Sobhan Sheykhivand

    Published 2020
    “…Real images contain different types of noises and a very difficult process is to remove mixed noise in any type of them. …”
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  19. 19
    The effects of compiler optimizations in face recognition system

    The effects of compiler optimizations in face recognition system by Shuhaizar, Daud, Khalib, Z.I.K, R. Badlishah, Ahmad, Mohamad Rizon, Mohamed Juhari

    Published 2009
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  20. 20
    Real-Time LCD Digit Recognition System

    Real-Time LCD Digit Recognition System by Mohd Saad, Norhashimah, Mohd Noor, Nor Shahirah, Abdullah, Abdul Rahim, Ooi, Yi Fong, Abdul Rahman, Nor Nabilah Syazana

    Published 2017
    “…The system is interfaced with an IP webcam to capture the video frames from the LCD display. The digital data is pre-processed into grayscale and being cropped into a selected region of interest (ROI). …”
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