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  1. 1
    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris

    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris by Idris, Iffarini

    Published 2008
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  2. 2
    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip

    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip by Mohd Hanip, Aisyah Afifah

    Published 2020
    “…The pre-processing technique used are converting to grayscale image, implementing sharpening filter and median filter. …”
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  3. 3
    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
    “…Exploratory research was conducted to propose a robust computer vision approach to classify paddy seedlings density and defected paddy seedlings detection using pre-trained CNN model with transfer learning. Data augmentation, image pre-processing and hyperparameter tuning were applied to achieve the desirable performance. …”
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  4. 4
    Automatic red blood cell counting based on particle area

    Automatic red blood cell counting based on particle area by Musa, Rabiahtuladawiyah

    Published 2015
    “…The RBC images will be pre-processed in early stage using morphological operations and thresholding to obtain the images with good quality. …”
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  5. 5
    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study

    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study by Abd Rasid, Mamat, Mohamad Afendee, Mohamed, Norkhairaini, Abdul Rawi, Wan Suryani, Wan Awang, Fadhilah, Ahmad, Nurul Hanis, Abd Rasid

    Published 2017
    “…In this research, two sets of questionnaires were distributed to the parents in order to gather data pertaining their perceptions. The results of the questionnaire were used in the system development process in which the Analytic Hierarchy Process (AHP) technique is integrated. …”
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  6. 6
    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
    “…Image pre-processing included image resizing, image colour conversion, and image denoising. …”
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  7. 7
    Chelonia mydas detection and image extraction from field recordings

    Chelonia mydas detection and image extraction from field recordings by Khalif Amir, Zakry, Mohamad Syahiran, Soria, Irwandi, Hipiny, Hamimah, Ujir, Ruhana, Hassan, Richki, Hardi

    Published 2024
    “…Our paper shows that the retrained YOLOv7 model when run through our remaining video dataset with various confidence scores can crop images in the field video recordings of Chelonia mydas turtles with up to 99.89% of output correctly cropped thus automating the data extraction process.…”
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  8. 8
    Image pre-processing algorithm for Ficus deltoidea Jack (Moraceae) varietal recognition: a repeated perpendicular line scanning approach

    Image pre-processing algorithm for Ficus deltoidea Jack (Moraceae) varietal recognition: a repeated perpendicular line scanning approach by Ahmad Fakhri, Ab. Nasir, M Nordin, A Rahman, Nashriyah, Mat, Abd Rasid, Mamat, Ahmad Shahrizan, Abdul Ghani

    Published 2018
    “…Some of researchers have developed the image pre-processing algorithm to remove petiole section. …”
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  9. 9
    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation

    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation by Kok Luong, Goh, Soo See, Chai, Giap Weng, Ng, Muzaffar, Hamzah

    Published 2022
    “…It is possible to speed up and improve the end result of segmentation by using pre-processing steps. The use of superpixels is an example of a pre-processing step. …”
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  10. 10
    Pre-processing methods for vehicle lane detection / Muhammad Naim Mazani ... [et al.]

    Pre-processing methods for vehicle lane detection / Muhammad Naim Mazani ... [et al.] by Mazani, Muhammad Naim, Abdul-Rahman, Shuzlina, Mutalib, Sofianita

    Published 2020
    “…Thus, determining the right techniques for pre-processing such data would be a challenge. The objectives of this study are to pre-process the scanned images and apply the image recognition algorithm for lane detection. …”
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  11. 11
    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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  12. 12
    Data pre-processing of website browsing records: To prepare quality dataset for web page classification

    Data pre-processing of website browsing records: To prepare quality dataset for web page classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2024
    “…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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  13. 13
    Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification

    Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2024
    “…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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  14. 14
    Image Processing Of Digital Mammograms For Breast Cancer Detection And Classification

    Image Processing Of Digital Mammograms For Breast Cancer Detection And Classification by Mohd Nizom, Ahmad Nabil

    Published 2018
    “…The algorithms to be developed will consist of pre-processing, enhancement and image segmentation. …”
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    Monograph
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  15. 15
    Bass Fish Measurement System (Bass)

    Bass Fish Measurement System (Bass) by Nadzirah Irfani, Fathi

    Published 2023
    “…The BASS was designed by using an image processing tool which consists of data acquisition, image pre-processing, and measurement in Python with OpenCV library. …”
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    Final Year Project Report / IMRAD
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  16. 16
    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation

    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation by Goh, Kok Luong, Chai, Soo See, Ng, Giap Weng, Muzaffar Hamzah

    Published 2022
    “…It is possible to speed up and improve the end result of segmentation by using pre-processing steps. The use of superpixels is an example of a pre-processing step. …”
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  17. 17
    Assessing optimal UAV-data pre-processing workflows for quality ortho-image generation to support coral reef mapping

    Assessing optimal UAV-data pre-processing workflows for quality ortho-image generation to support coral reef mapping by Nurul Hidayah Mat Zaki

    Published 2023
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  18. 18
    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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  19. 19
    Fingerprint image segmentation using hierarchical technique

    Fingerprint image segmentation using hierarchical technique by Wan Abu Bakar, Wan Aezwani, Sulong, Ghazali

    Published 2000
    “…The process is vital when to apply next pre-processing stages i.e. thinning, identifying between true and false minutiae and minutiae extraction process. …”
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  20. 20
    A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles

    A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles by Miah, Mohammad Badrul Alam, Suryanti, Awang, Rahman, Md Mustafizur, Sanwar Hosen, A. S. M., Ra, In-Ho

    Published 2022
    “…To begin, the technique collects multiple datasets from diverse sources, which are then input into the data pre-processing step by utilizing some text pre-processing processes. …”
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