Ibrahima Faye

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 50

Top Topics

Convolutional Neural Network

Textural Features

Optical Coherence Tomography

Top Venues

Publications

Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment. CoRR (2024)
Abdullah, Ibrahima Faye, Mohd Zuki Yusoff, Samir Brahim Belhaouari
G-EEGCS: Graph-based optimum electroencephalogram channel selection. Biomed. Signal Process. Control. 98 (2024)
Fulgence Mansal, Ibrahima Faye
Mathematical Modeling and Optimal Control of Untrue Information : Dynamic SEIZ in Online Social Networks. CoRR (2023)
Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang
Numerical Solution of Inverse Problem in Functional Near Infrared Spectroscopy using L1-Norm Method. EMBC (2023)
Mame Gor Ngom, Ibrahima Faye, Diaraf Seck
Topological Derivative for Shallow Water Equations. CoRR (2023)
Abida Hussain, Mohana Sundaram Muthuvalu, Ibrahima Faye, Mudasar Zafar, Mustafa Inç, Farkhanda Afzal, Muhammad Sajid Iqbal
Numerical investigation of treated brain glioma model using a two-stage successive over-relaxation method. Comput. Biol. Medicine 153 (2023)
Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang, Mudasar Zafar
Advancements in Numerical Methods for Forward and Inverse Problems in Functional near Infra-Red Spectroscopy: A Review. Axioms 12 (4) (2023)
B. K. Thiam, M. A. M. T. Baldé, Ibrahima Faye, Diaraf Seck
An existence and homogenization results of degenerate parabolic sand problem transport equations with robin boundary condition. CoRR (2023)
Danish M. Khan, Norashikin Yahya, Nidal S. Kamel, Ibrahima Faye
A novel method for efficient estimation of brain effective connectivity in EEG. Comput. Methods Programs Biomed. 228 (2023)
Mame Gor Ngom, Ibrahima Faye, Diaraf Seck
On shape and topological optimization problems with constraints Helmholtz equation and spectral problems. CoRR (2022)
Gaurav O. Gajbhiye, Abhijeet V. Nandedkar, Ibrahima Faye
Translating medical image to radiological report: Adaptive multilevel multi-attention approach. Comput. Methods Programs Biomed. 221 (2022)
Mame Gor Ngom, Ibrahima Faye, Diaraf Seck
Min max method, shape, topological derivatives, averaged Lagrangian, homogenization, two scale convergence, Helmholtz equation. CoRR (2022)
Danish M. Khan, Norashikin Yahya, Nidal S. Kamel, Ibrahima Faye
Automated Diagnosis of Major Depressive Disorder Using Brain Effective Connectivity and 3D Convolutional Neural Network. IEEE Access 9 (2021)
Muhamad Hafiz Abd Latif, Ibrahima Faye
Automated tibiofemoral joint segmentation based on deeply supervised 2D-3D ensemble U-Net: Data from the Osteoarthritis Initiative. Artif. Intell. Medicine 122 (2021)
Areej Babiker, Ibrahima Faye
A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students' Interest in the Mathematics Classroom. Comput. Intell. Neurosci. 2021 (2021)
Abdulhakim Al-Ezzi, Norashikin Yahya, Nidal S. Kamel, Ibrahima Faye, Khaled Alsaih, Esther Gunaseli
Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity. IEEE Access 9 (2021)
Mohammed Isam Al-Hiyali, Norashikin Yahya, Ibrahima Faye, Ahmed Faeq Hussein
Identification of Autism Subtypes Based on Wavelet Coherence of BOLD FMRI Signals Using Convolutional Neural Network. Sensors 21 (16) (2021)
Abdulhakim Al-Ezzi, Nidal S. Kamel, Ibrahima Faye, Esther Gunaseli
Analysis of Default Mode Network in Social Anxiety Disorder: EEG Resting-State Effective Connectivity Study. Sensors 21 (12) (2021)
Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau
Performance Evaluation Of Convolutions And Atrous Convolutions In Deep Networks For Retinal Disease Segmentation On Optical Coherence Tomography Volumes. EMBC (2020)
Muhammad Awais, Hemant Ghayvat, Anitha Krishnan Pandarathodiyil, Wan Maria Nabillah Ghani, Anand Ramanathan, Sharnil Pandya, Nicolas Walter, Mohamad Naufal bin Mohamad Saad, Rosnah Binti Zain, Ibrahima Faye
Healthcare Professional in the Loop (HPIL): Classification of Standard and Oral Cancer-Causing Anomalous Regions of Oral Cavity Using Textural Analysis Technique in Autofluorescence Imaging. Sensors 20 (20) (2020)
Khaled Alsaih, Mohd Zuki Yusoff, Ibrahima Faye, Tong Boon Tang, Fabrice Mériaudeau
Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks. IEEE Access 8 (2020)
Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. Comput. Methods Programs Biomed. 195 (2020)
Yousif Alyousifi, Mahmod Othman, Rajalingam Sokkalingam, Ibrahima Faye, Petrônio C. L. Silva
Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model. Symmetry 12 (2) (2020)
Khaled Alsaih, Mohd Zuki Yusoff, T. B. Tang, Ibrahima Faye, Fabrice Mériaudeau
Retinal Fluids Segmentation Using Volumetric Deep Neural Networks on Optical Coherence Tomography Scans. ICCSCE (2020)
Yousif Alyousifi, Mahmod Othman, Ibrahima Faye, Rajalingam Sokkalingam, Petrônio C. L. Silva
Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution. Int. J. Fuzzy Syst. 22 (5) (2020)
Abdulhakim Al-Ezzi, Nidal S. Kamel, Ibrahima Faye, Esther Gunaseli M. Ebenezer
EEG Frontal Theta-Beta Ratio and Frontal Midline Theta for the Assessment of Social Anxiety Disorder. ICCSCE (2020)
Maaz Rehan, Halabi Hasbullah, Ibrahima Faye, Waqas Rehan, Omer Chughtai, Mubashir Husain Rehmani
Correction to: ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs. Wirel. Networks 25 (2) (2019)
Areej Babiker, Ibrahima Faye, Wajid Mumtaz, Aamir Saeed Malik, Hiroki Sato
EEG in classroom: EMD features to detect situational interest of students during learning. Multim. Tools Appl. 78 (12) (2019)
Gaurav O. Gajbhiye, Abhijeet V. Nandedkar, Ibrahima Faye
Automatic Report Generation for Chest X-Ray Images: A Multilevel Multi-attention Approach. CVIP (1) (2019)
Syed Jamal Safdar Gardezi, Ibrahima Faye, Jose Miguel Sanchez Bornot, Nidal S. Kamel, Mohammad Hussain
Mammogram classification using dynamic time warping. Multim. Tools Appl. 77 (3) (2018)
Faouzi Adjed, Syed Jamal Safdar Gardezi, Fakhreddine Ababsa, Ibrahima Faye, Sarat Chandra Dass
Fusion of structural and textural features for melanoma recognition. IET Comput. Vis. 12 (2) (2018)
Syed Jamal Safdar Gardezi, Faouzi Adjed, Ibrahima Faye, Nidal S. Kamel, Mohamed Meselhy Eltoukhy
Segmentation of pectoral muscle using the adaptive gamma corrections. Multim. Tools Appl. 77 (3) (2018)
Maaz Rehan, Halabi Hasbullah, Ibrahima Faye, Waqas Rehan, Muhammad Omer Chughtai, Mubashir Husain Rehmani
ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs. Wirel. Networks 24 (6) (2018)
Muhammad Javed Iqbal, Ibrahima Faye, Abas Md Said, Samir Brahim Belhaouari
Computational Technique for an Efficient Classification of Protein Sequences With Distance-Based Sequence Encoding Algorithm. Comput. Intell. 33 (1) (2017)
Azimah Ajam, Azrina Abd Aziz, Vijanth Sagayan Asirvadam, Ahmad Sobri Muda, Ibrahima Faye, Syed Jamal Safdar Gardezi
A Review on Segmentation and Modeling of Cerebral Vasculature for Surgical Planning. IEEE Access 5 (2017)
Syed Jamal Safdar Gardezi, Muhammad Awais, Ibrahima Faye, Fabrice Mériaudeau
Mammogram classification using deep learning features. ICSIPA (2017)
Aliyu Nuhu Shuaibu, Aamir Saeed Malik, Ibrahima Faye
Adaptive feature learning CNN for behavior recognition in crowd scene. ICSIPA (2017)
Nuhu Aliyu Shuaibu, Aamir Saeed Malik, Ibrahima Faye, Yasir Salih Ali
Pedestrian group attributes detection in crowded scenes. ATSIP (2017)
Nuhu Aliyu Shuaibu, Ibrahima Faye, Yasir Salih Ali, Nidal S. Kamel, Mohamad Naufal bin Mohamad Saad, Aamir Saeed Malik
Sparse Representation for Crowd Attributes Recognition. IEEE Access 5 (2017)
Syed Jamal Safdar Gardezi, Ibrahima Faye, Faouzi Adjed, Nidal S. Kamel, Mohamed Meselhy Eltoukhy
Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features. AISI (2016)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
Video completion using gray level co-occurrence matrix and object update. Int. Arab J. Inf. Technol. 13 (6A) (2016)
Muhammad Izhan Noorzi, Ibrahima Faye
A Review of EEG Signal Simulation Methods. ICONIP (4) (2016)
Muhammad Javed Iqbal, Ibrahima Faye, Samir Brahim Belhaouari
Classification of GPCRs proteins using a statistical encoding method. IJCNN (2016)
Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Jose Miguel Sanchez Bornot, Tahamina Begum
EEG-based brain source localization using visual stimuli. Int. J. Imaging Syst. Technol. 26 (1) (2016)
Ehtasham Javed, Ibrahima Faye, Aamir Saeed Malik, Jafri Malin Abdullah
An EMD Based Method for Reduction of Ballistocardiogram Artifact from EEG Studies of Evoked Potentials. ICMLA (2015)
Munsif Ali Jatoi, Nidal S. Kamel, Ibrahima Faye, Aamir Saeed Malik, Jose Miguel Sanchez Bornot, Tahamina Begum
BEM based solution of forward problem for brain source estimation. ICSIPA (2015)
Aiman Moyaid Said, P. D. D. Dominic, Ibrahima Faye
Data stream outlier detection approach based on frequent pattern mining technique. Int. J. Bus. Inf. Syst. 20 (1) (2015)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
Image Completion: Survey and Comparative Study. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
Image completion based on statistical texture analysis. J. Electronic Imaging 24 (1) (2015)
Mohamed Abul Hassan, Aamir Saeed Malik, Walter Nicolas, Ibrahima Faye, Nadira Nordin
Reliability of bench-mark datasets for crowd analytic surveillance. I2MTC (2015)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
A Comparative Study of Video Inpainting Techniques. Aust. J. Intell. Inf. Process. Syst. 14 (2) (2014)
Tariq Ali, Low Tang Jung, Ibrahima Faye
Classification of Routing Algorithms in Volatile Environment of Underwater Wireless Sensor Networks. Int. J. Commun. Networks Inf. Secur. 6 (2) (2014)
Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Tahamina Begum
A survey of methods used for source localization using EEG signals. Biomed. Signal Process. Control. 11 (2014)
Nur Farahim binti Jamil, Ibrahima Faye, Zazilah May
HEp-2 cell images classification based on statistical texture analysis and fuzzy logic. ICACCI (2014)
Tariq Ali, Low Tang Jung, Ibrahima Faye
End-to-End Delay and Energy Efficient Routing Protocol for Underwater Wireless Sensor Networks. Wirel. Pers. Commun. 79 (1) (2014)
Ehtasham Javed, Ibrahima Faye, Aamir Saeed Malik, Jafri Malin Abdullah
A Hybrid Method to Improve the Reduction of Ballistocardiogram Artifact from EEG Data. ICONIP (2) (2014)
Mohamed Abul Hassan, Aamir Saeed Malik, Nicolas Walter, Ibrahima Faye
Adaptive Foreground Extraction for Crowd Analytics Surveillance on Unconstrained Environments. ACCV Workshops (2) (2014)
Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Tahamina Begum
Representing EEG source localization using Finite Element Method. ICCSCE (2013)
Marian Wagdy, Ibrahima Faye, Dayang Rohaya
Border Noise Removal and Clean Up Based on Retinex Theory. DaEng (2013)
Nuhu Aliyu Shuaibu, Ibrahima Faye, Aamir Saeed Malik, Mohammed Talal Simsim
Collision Avoidance Path for Pedestrian Agent Performing Tawaf. DaEng (2013)
Nuhu Aliyu Shuaibu, Ibrahima Faye, Mohammed Talal Simsim, Aamir Saeed Malik
Spiral path simulation of pedestrian flow during Tawaf. ICSIPA (2013)
Mohamed Meselhy Eltoukhy, Ibrahima Faye
An adaptive threshold method for mass detection in mammographic images. ICSIPA (2013)
Tariq Ali, Low Tang Jung, Ibrahima Faye
A Reliable Data Flooding in Underwater Wireless Sensor Network. DaEng (2013)
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye, Nidal S. Kamel, Norashikin Yahya
Identification of noise in the fundus images. ICCSCE (2013)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
Fast and Efficient Video Completion Using Object Prior Position. IVIC (2013)
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye
Non-invasive contrast enhancement for retinal fundus imaging. ICCSCE (2013)
Areej Babiker, Ibrahima Faye, Aamir Saeed Malik
Pupillary behavior in positive and negative emotions. ICSIPA (2013)
Ehtasham Javed, Ibrahima Faye, Aamir Saeed Malik
Reduction of Ballistocardiogram Artifact Using EMD-AF. ICONIP (3) (2013)
Muhammad Javed Iqbal, Ibrahima Faye, Abas Md Said, Samir Brahim Belhaouari
Data Mining of Protein Sequences with Amino Acid Position-Based Feature Encoding Technique. DaEng (2013)
Mohamed Meselhy Eltoukhy, Ibrahima Faye, Samir Brahim Belhaouari
A statistical based feature extraction method for breast cancer diagnosis in digital mammogram using multiresolution representation. Comput. Biol. Medicine 42 (1) (2012)
Sameh Zarif, Ibrahima Faye, Dayang Rohaya
Fast and efficient multichannel image completion using local similarity. ICPR (2012)
Marizuana Mat Daud, Zulaikha Kadim, Shang Li Yuen, Hock Woon Hon, Ibrahima Faye, Aamir Saeed Malik
A pre-processing approach for efficient feature matching process in extreme illumination scenario. IPTA (2012)
Muhammad Ayaz, Azween B. Abdullah, Ibrahima Faye, Yasir Batira
An efficient Dynamic Addressing based routing protocol for Underwater Wireless Sensor Networks. Comput. Commun. 35 (4) (2012)
Muhammad Ayaz, Imran Baig, Azween B. Abdullah, Ibrahima Faye
A survey on routing techniques in underwater wireless sensor networks. J. Netw. Comput. Appl. 34 (6) (2011)
Mohamed Meselhy Eltoukhy, Ibrahima Faye, Samir Brahim Belhaouari
Breast cancer diagnosis in digital mammogram using multiscale curvelet transform. Comput. Medical Imaging Graph. 34 (4) (2010)
Mohamed Meselhy Eltoukhy, Ibrahima Faye, Samir Brahim Belhaouari
A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram. Comput. Biol. Medicine 40 (4) (2010)
Muhammad Ayaz, Azween B. Abdullah, Ibrahima Faye
Hop-by-Hop Reliable Data Deliveries for Underwater Wireless Sensor Networks. BWCCA (2010)