Brightness Preserving Dynamic Histogram Equalization for Image Contrast Enhancement. - Haidi Ibrahim; Nicholas Sia Pik Kong (IEEE Trans. Consumer Electron., 2007)

Simple adaptive median filter for the removal of impulse noise from highly corrupted images. - Haidi Ibrahim; Nicholas Sia Pik Kong; Theam Foo Ng (IEEE Trans. Consumer Electron., 2008)

Color image enhancement using brightness preserving dynamic histogram equalization. - Nicholas Sia Pik Kong; Haidi Ibrahim (IEEE Trans. Consumer Electron., 2008)

Salt-and-pepper noise detection and reduction using fuzzy switching median filter. - Kenny Kal Vin Toh; Haidi Ibrahim; Muhammad Nasiruddin Mahyuddin (IEEE Trans. Consumer Electron., 2008)

Image sharpening using sub-regions histogram equalization. - Haidi Ibrahim; Nicholas Sia Pik Kong (IEEE Trans. Consumer Electron., 2009)

Bi-histogram equalization with a plateau limit for digital image enhancement. - Chen Hee Ooi; Nicholas Sia Pik Kong; Haidi Ibrahim (IEEE Trans. Consumer Electron., 2009)

Multiple layers block overlapped histogram equalization for local content emphasis. - Nicholas Sia Pik Kong; Haidi Ibrahim (Comput. Electr. Eng., 2011)

Intelligent Color Vision System for Ripeness Classification of Oil Palm Fresh Fruit Bunch. - Norasyikin Fadilah; Junita Mohamad-Saleh; Zaini Abdul Halim; Haidi Ibrahim; Syed Salim Syed Ali (Sensors, 2012)

Image thumbnail based on fusion for better image browsing. - Boon Tatt Koik; Haidi Ibrahim (ICCSCE, 2014)

Introducing MATLAB to Electronic Engineering Undergraduates through Three Weeks Laboratory Sessions. - Haidi Ibrahim; Theam Foo Ng (Int. J. Online Eng., 2014)

Optimizing principal component analysis performance for face recognition using genetic algorithm. - Waled Hussein Al-Arashi; Haidi Ibrahim; Shahrel Azmin Suandi (Neurocomputing, 2014)

Robust algorithm for broad impulse noise removal utilizing intensity distance and intensity height methodologies. - Sin Hoong Teoh; Haidi Ibrahim (Signal Image Video Process., 2014)

Recent survey on crowd density estimation and counting for visual surveillance. - Sami Abdulla Mohsen Saleh; Shahrel Azmin Suandi; Haidi Ibrahim (Eng. Appl. Artif. Intell., 2015)

Literature Survey on Stereo Vision Disparity Map Algorithms. - Rostam Affendi Hamzah; Haidi Ibrahim (J. Sensors, 2016)

Thumbnail with Integrated Blur Based on Edge Width Analysis. - Boon Tatt Koik; Haidi Ibrahim (J. Sensors, 2016)

Computer assisted segmentation of palmprint images for biometric research. - Roszaharah Yaacob; Helmi Mohd Hadi Pritam; Nik Fakhuruddin Nik Hassan; Chok Dong Ooi; Haidi Ibrahim; Puwira Jaya Othman (ICCSCE, 2017)

Stereo matching algorithm based on per pixel difference adjustment, iterative guided filter and graph segmentation. - Rostam Affendi Hamzah; Haidi Ibrahim; Anwar Hasni Abu Hassan (J. Vis. Commun. Image Represent., 2017)

An Overview on the Application of Self-Adaptive Differential Evolution. - Sarah Hazwani Adnan; Shir Li Wang; Haidi Ibrahim; Theam Foo Ng (ICCMS, 2018)

Improvement of stereo matching algorithm for 3D surface reconstruction. - Rostam Affendi Hamzah; Ahmad Fauzan Kadmin; Mohd Saad Hamid; S. Fakhar Abd Ghani; Haidi Ibrahim (Signal Process. Image Commun., 2018)

Screening of Moderate Traumatic Brain Injury from Power Feature of Resting State Electroencephalography using Support Vector Machine. - Chi Qin Lai; Mohd Zaid Abdullah; Jafri Malin Abdullah; Azlinda Azman; Haidi Ibrahim (EEET, 2019)

Arrangements of Resting State Electroencephalography as the Input to Convolutional Neural Network for Biometric Identification. - Chi Qin Lai; Haidi Ibrahim; Mohd Zaid Abdullah; Jafri Malin Abdullah; Shahrel Azmin Suandi; Azlinda Azman (Comput. Intell. Neurosci., 2019)

Improvement of quantized adaptive switching median filter for impulse noise reduction in gray-scale digital images. - Haidi Ibrahim; Ahmed Khaldoon Abdalameer (Turkish J. Electr. Eng. Comput. Sci., 2019)

Biometric-Based Attendance Tracking System for Education Sectors: A Literature Survey on Hardware Requirements. - Seng Chun Hoo; Haidi Ibrahim (J. Sensors, 2019)

Automatic Extraction of Two Regions of Creases from Palmprint Images for Biometric Identification. - Roszaharah Yaacob; Chok Dong Ooi; Haidi Ibrahim; Nik Fakhuruddin Nik Hassan; Puwira Jaya Othman; Helmi Hadi (J. Sensors, 2019)

Machine Learning Algorithms and Quantitative Electroencephalography Predictors for Outcome Prediction in Traumatic Brain Injury: A Systematic Review. - Nor Safira Elaina Mohd Noor; Haidi Ibrahim (IEEE Access, 2020)

Literature Survey on Multi-Camera System and Its Application. - Adeshina Sirajdin Olagoke; Haidi Ibrahim; Soo Siang Teoh (IEEE Access, 2020)

Detection of Moderate Traumatic Brain Injury from Resting-State Eye-Closed Electroencephalography. - Chi Qin Lai; Haidi Ibrahim; Aini Ismafairus Abd Hamid; Mohd Zaid Abdullah; Azlinda Azman; Jafri Malin Abdullah (Comput. Intell. Neurosci., 2020)

Classification of Non-Severe Traumatic Brain Injury from Resting-State EEG Signal Using LSTM Network with ECOC-SVM. - Chi Qin Lai; Haidi Ibrahim; Aini Ismafairus Abd Hamid; Jafri Malin Abdullah (Sensors, 2020)

Survey on Loss Function for Face Recognition. - Seng Chun Hoo; Adeshina Sirajdin Olagoke; Haidi Ibrahim (RoViSP, 2021)

Convolutional Neural Network with Hidden Markov Model to Identify Non-severe Traumatic Brain Injury from Electroencephalography. - Chi Qin Lai; Azlinda Azman; Jafri Malin Abdullah; Haidi Ibrahim (RoViSP, 2021)

Impact of Similarity Measure Functions on the Performance of Coherent Filtering Detection. - Sami Abdulla Mohsen Saleh; Shahrel Azmin Suandi; Haidi Ibrahim (RoViSP, 2021)

Convolutional Neural Network Utilizing Error-Correcting Output Codes Support Vector Machine for Classification of Non-Severe Traumatic Brain Injury From Electroencephalogram Signal. - Chi Qin Lai; Haidi Ibrahim; Jafri Malin Abdullah; Azlinda Azman; Mohd Zaid Abdullah (IEEE Access, 2021)

Improving Outcome Prediction for Traumatic Brain Injury From Imbalanced Datasets Using RUSBoosted Trees on Electroencephalography Spectral Power. - Nor Safira Elaina Mohd Noor; Haidi Ibrahim; Muhammad Hanif Che Lah; Jafri Malin Abdullah (IEEE Access, 2021)

Enhanced Dense Space Attention Network for Super-Resolution Construction From Single Input Image. - Yoong Khang Ooi; Haidi Ibrahim; Muhammad Nasiruddin Mahyuddin (IEEE Access, 2021)

Quality Assessment Methods to Evaluate the Performance of Edge Detection Algorithms for Digital Image: A Systematic Literature Review. - Nazish Tariq; Rostam Affendi Hamzah; Theam Foo Ng; Shir Li Wang; Haidi Ibrahim (IEEE Access, 2021)

Estimation of mass, chlorophylls, and anthocyanins of Spirodela polyrhiza with smartphone acquired images. - Win Hung Tan; Haidi Ibrahim; Derek Juinn Chieh Chan (Comput. Electron. Agric., 2021)

Interactive Blood Vessel Segmentation from Retinal Fundus Image Based on Canny Edge Detector. - Alexander Ze Hwan Ooi; Zunaina Embong; Aini Ismafairus Abd Hamid; Rafidah Zainon; Shir Li Wang; Theam Foo Ng; Rostam Affendi Hamzah; Soo Siang Teoh; Haidi Ibrahim (Sensors, 2021)

Neovascularization Detection and Localization in Fundus Images Using Deep Learning. - Michael Chi Seng Tang; Soo Siang Teoh; Haidi Ibrahim; Zunaina Embong (Sensors, 2021)

A Deep Learning Approach for the Detection of Neovascularization in Fundus Images Using Transfer Learning. - Michael Chi Seng Tang; Soo Siang Teoh; Haidi Ibrahim; Zunaina Embong (IEEE Access, 2022)

LSTM network as a screening tool to detect moderate traumatic brain injury from resting-state electroencephalogram. - Chi Qin Lai; Haidi Ibrahim; Aini Ismafairus Abd Hamid; Jafri Malin Abdullah (Expert Syst. Appl., 2022)

A Comparative Study of Noise Reduction Techniques for Blood Vessels Image. - Shadi Mahmoodi Khaniabadi; Haidi Ibrahim; Ilyas Ahmad Huqqani; Harsa Amylia Mat Sakim; Soo Siang Teoh (RoViSP, 2023)

Survey on Blood Vessels Contrast Enhancement Algorithms for Digital Image. - Shadi Mahmoodi Khaniabadi; Harsa Amylia Mat Sakim; Haidi Ibrahim; Ilyas Ahmad Huqqani; Farzad Mahmoodi Khaniabadi; Soo Siang Teoh (RoViSP, 2023)

AGVs and AMRs Robots: A Brief Overview of the Differences and Navigation Principles. - Sami Abdulla Mohsen Saleh; Shahrel Azmin Suandi; Haidi Ibrahim; Qusay Shihab Hamad; Ibrahim Al Amoudi (RoViSP, 2023)

Literature Survey on Edge Detection-Based Methods for Blood Vessel Segmentation from Retinal Fundus Images. - Nazish Tariq; Shadi Mahmoodi Khaniabadi; Soo Siang Teoh; Shir Li Wang; Theam Foo Ng; Rostam Affendi Hamzah; Zunaina Embong; Haidi Ibrahim (RoViSP, 2023)

Ground Truth from Multiple Manually Marked Images to Evaluate Blood Vessel Segmentation. - Nazish Tariq; Michael Chi Seng Tang; Haidi Ibrahim; Soo Siang Teoh; Zunaina Embong; Aini Ismafairus Abd Hamid; Rafidah Zainon (RoViSP, 2023)

A Long Short-Term Memory Network Using Resting-State Electroencephalogram to Predict Outcomes Following Moderate Traumatic Brain Injury. - Nor Safira Elaina Mohd Noor; Haidi Ibrahim; Chi Qin Lai; Jafri Malin Abdullah (Comput., 2023)

Circular shift combination local binary pattern (CSC-LBP) method for dorsal finger crease classification. - Imran Riaz; Ahmad Nazri Ali; Haidi Ibrahim (J. King Saud Univ. Comput. Inf. Sci., 2023)

Convolutional neural network optimized by differential evolution for electrocardiogram classification. - Shan Wei Chen; Shir Li Wang; Xiu Zhi Qi; Theam Foo Ng; Haidi Ibrahim (Multim. Tools Appl., 2023)

Generative Adversarial Networks (GANs) for Image Augmentation in Farming: A Review. - Zahid Ur Rahman; Mohd Shahrimie Mohd Asaari; Haidi Ibrahim; Intan Sorfina Zainal Abidin; Mohamad Khairi Ishak (IEEE Access, 2024)

ARD-SLAM: Accurate and robust dynamic SLAM using dynamic object identification and improved multi-view geometrical approaches. - Qamar Ul Islam; Haidi Ibrahim; Pan Kok Chin; Kevin Lim; Mohd Zaid Abdullah; Fatemeh Khozaei (Displays, 2024)

Advancing real-world visual SLAM: Integrating adaptive segmentation with dynamic object detection for enhanced environmental perception. - Qamar Ul Islam; Haidi Ibrahim; Pan Kok Chin; Kevin Lim; Mohd Zaid Abdullah; Fatemeh Khozaei (Expert Syst. Appl., 2024)

MVS-SLAM: Enhanced multiview geometry for improved semantic RGBD SLAM in dynamic environment. - Qamar Ul Islam; Haidi Ibrahim; Pan Kok Chin; Kevin Lim; Mohd Zaid Abdullah (J. Field Robotics, 2024)

Loss of fingerprint features and recognition failure due to physiological factors- a literature survey. - Imran Riaz; Ahmad Nazri Ali; Haidi Ibrahim (Multim. Tools Appl., 2024)

Advancing animal farming with deep learning: A systematic review. - Zahid Ur Rahman; Mohd Shahrimie Mohd Asaari; Haidi Ibrahim (Comput. Electron. Agric., 2025)