Yakoub Bazi

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 61

Top Venues

Remote. Sens.

IGARSS

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Riccardo Ricci, Yakoub Bazi, Farid Melgani
Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description. Remote. Sens. 16 (3) (2024)
Laila Bashmal, Shima M. Al Mehmadi, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair
Text-to-Event Retrieval in Aerial Videos. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Belgacem Ben Youssef, Lamyaa Alhmidi, Yakoub Bazi, Mansour Zuair
Federated Learning Approach for Remote Sensing Scene Classification. Remote. Sens. 16 (12) (2024)
Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Riccardo Ricci, Farid Melgani
RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery. Remote. Sens. 16 (9) (2024)
Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair, Farid Melgani
CapERA: Captioning Events in Aerial Videos. Remote. Sens. 15 (8) (2023)
Laila Bashmal, Yakoub Bazi, Farid Melgani, Riccardo Ricci, Mohamad Mahmoud Al Rahhal, Mansour Zuair
Visual Question Generation From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Saleh Alshamrani, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
Prototypical Networks for Remote Sensing Scene Classification : Episodic Versus Classical Training. SPA (2023)
Nassim Ammour, Yakoub Bazi, Naif Alajlan
Multimodal Approach for Enhancing Biometric Authentication. J. Imaging 9 (9) (2023)
Norah A. Alsharif, Yakoub Bazi, Mohamad Mahmoud Al Rahhal
Remote Sensing Image Retrieval Using Multilingual Texts. IGARSS (2022)
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. CoRR (2022)
Reham Al Dayil, Yakoub Bazi, Naif Alajlan
Open-Set Classification in Remote Sensing Imagery with Energy-Based Vision Transformer. IGARSS (2022)
Mohamed Lamine Mekhalfi, Carlo Nicolò, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Norah A. Alsharif, Eslam Al Maghayreh
Contrasting YOLOv5, Transformer, and EfficientDet Detectors for Crop Circle Detection in Desert. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nassim Ammour, Yakoub Bazi, Haikel Alhichri, Naif Alajlan
Continual Learning Approach for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Bashair Alwadei, Mansour Zuair, Mohamad Mahmoud Al Rahhal, Yakoub Bazi
Convmixer with Selective Kernel Attention for Hyperspectral Image Classification. IGARSS (2022)
Md. Saiful Islam, Haikel Alhichri, Yakoub Bazi, Nassim Ammour, Naif Alajlan, Rami Mohammad Jomaa
Heartprint: A Dataset of Multisession ECG Signal with Long Interval Captured from Fingers for Biometric Recognition. Data 7 (10) (2022)
Sara O. Alsaleh, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Abdulaziz Al Zuair
Open-Ended Visual Question Answering Model For Remote Sensing Images. IGARSS (2022)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Norah A. Alsharif, Laila Bashmal, Naif Alajlan, Farid Melgani
Multilanguage Transformer for Improved Text to Remote Sensing Image Retrieval. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Laila Bashmal, Yakoub Bazi, Naif Alajlan
Space Time Attention Transformer for Non-Event Detection in UAV Videos. IGARSS (2022)
Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Mansour Abdulaziz Al Zuair, Farid Melgani
Bi-Modal Transformer-Based Approach for Visual Question Answering in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal
Deep Vision Transformers for Remote Sensing Scene Classification. IGARSS (2021)
Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Reham Al Dayil, Naif Al Ajlan
Vision Transformers for Remote Sensing Image Classification. Remote. Sens. 13 (3) (2021)
Soha B. Sandouka, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
Unified Generative Adversarial Networks for Multidomain Fingerprint Presentation Attack Detection. Entropy 23 (8) (2021)
Tariq Lasloum, Haikel Alhichri, Yakoub Bazi
Classification of Remote Sensing scenes using Semi-Supervised Domain Adaptation based on Entropy Adversarial Optimization. NISS (ACM) (2021)
Smail Bazi, Redha Benzid, Yakoub Bazi, Mohamd Mahmoud Al Rahhal
A Fast Firefly Algorithm for Function Optimization: Application to the Control of BLDC Motor. Sensors 21 (16) (2021)
Nassim Ammour, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
LwF-ECG: Learning-without-forgetting approach for electrocardiogram heartbeat classification based on memory with task selector. Comput. Biol. Medicine 137 (2021)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Huda Al-Hwiti, Haikel Salem Alhichri, Naif Alajlan
Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources. IEEE Geosci. Remote. Sens. Lett. 18 (8) (2021)
Tariq Lasloum, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
SSDAN: Multi-Source Semi-Supervised Domain Adaptation Network for Remote Sensing Scene Classification. Remote. Sens. 13 (19) (2021)
Soha B. Sandouka, Yakoub Bazi, Naif Alajlan
Transformers and Generative Adversarial Networks for Liveness Detection in Multitarget Fingerprint Sensors. Sensors 21 (3) (2021)
Haikel Salem Alhichri, Asma S. Alswayed, Yakoub Bazi, Nassim Ammour, Naif Al Ajlan
Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention. IEEE Access 9 (2021)
Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Lalitha Rangarajan, Mansour Zuair
TextRS: Deep Bidirectional Triplet Network for Matching Text to Remote Sensing Images. Remote. Sens. 12 (3) (2020)
Reham Adayel, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
Deep Open-Set Domain Adaptation for Cross-Scene Classification based on Adversarial Learning and Pareto Ranking. Remote. Sens. 12 (11) (2020)
Rami Mohammad Jomaa, Hassan Mathkour, Yakoub Bazi, Md. Saiful Islam
End-to-End Deep Learning Fusion of Fingerprint and Electrocardiogram Signals for Presentation Attack Detection. Sensors 20 (7) (2020)
Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Salem Alhichri, Nassim Ammour, Naif Alajlan, Mansour Zuair
Real-Time Mobile-Based Electrocardiogram System for Remote Monitoring of Patients with Cardiac Arrhythmias. Int. J. Pattern Recognit. Artif. Intell. 34 (10) (2020)
Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. CoRR (2019)
Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Al-Hichri, Naif Alajlan
Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary Classification Loss for Remote Sensing Scene Classification. Remote. Sens. 11 (24) (2019)
Ronald R. Yager, Naif Alajlan, Yakoub Bazi
Uncertain database retrieval with measure-based belief function attribute values. Inf. Sci. 501 (2019)
Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni
Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. Remote. Sens. 11 (11) (2019)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haidar Almubarak, Naif Alajlan, Mansour Abdulaziz Al Zuair
Dense Convolutional Networks With Focal Loss and Image Generation for Electrocardiogram Classification. IEEE Access 7 (2019)
Yakoub Bazi
Two-Branch Neural Network for Learning Multi-label Classification in UAV Imagery. IGARSS (2019)
Aaliyah Alshehri, Yakoub Bazi, Nassim Ammour, Haidar Almubarak, Naif Alajlan
Deep Attention Neural Network for Multi-Label Classification in Unmanned Aerial Vehicle Imagery. IEEE Access 7 (2019)
Benoît Vozel, Vladimir V. Lukin, Yakoub Bazi
Editorial to Special Issue "Multispectral Image Acquisition, Processing, and Analysis". Remote. Sens. 11 (19) (2019)
Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel
Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. IGARSS (2019)
Ronald R. Yager, Naif Alajlan, Yakoub Bazi
Aspects of generalized orthopair fuzzy sets. Int. J. Intell. Syst. 33 (11) (2018)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Taghreed Abdullah Mohammed Ali, Mohamed Lamine Mekhalfi, Haikel Salem Alhichri, Mansour Zuair
Learning a Multi-Branch Neural Network from Multiple Sources for Knowledge Adaptation in Remote Sensing Imagery. Remote. Sens. 10 (12) (2018)
Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mansour Abdulaziz Al Zuair, Lalitha Rangarajan
Ear recognition via sparse coding of local features. J. Electronic Imaging 27 (1) (2018)
Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Mohamad Mahmoud Alrahhal, Nassim Ammour, Naif Alajlan
Siamese-GAN: Learning Invariant Representations for Aerial Vehicle Image Categorization. Remote. Sens. 10 (2) (2018)
Salim Malek, Farid Melgani, Yakoub Bazi, Naif Alajlan
Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks. IEEE Trans. Geosci. Remote. Sens. 56 (4) (2018)
Yakoub Bazi, Farid Melgani
Convolutional SVM Networks for Object Detection in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Mohamad Mahmoud Al Rahhal, Naif Al Ajlan, Yakoub Bazi, Haikel Al-Hichri, Timon Rabczuk
Automatic Premature Ventricular Contractions Detection for Multi-Lead Electrocardiogram Signal. EIT (2018)
Haikel Salem Alhichri, Essam Othman, Mansour Zuair, Nassim Ammour, Yakoub Bazi
Tile-Based Semisupervised Classification of Large-Scale VHR Remote Sensing Images. J. Sensors 2018 (2018)
Haikel Salem Alhichri, Naif Alajlan, Yakoub Bazi, Timon Rabczuk
Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification. EIT (2018)
Nassim Ammour, Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair
Asymmetric Adaptation of Deep Features for Cross-Domain Classification in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
Generative Adversarial Networks for Cross-Scene Classification in Remote Sensing Images. IGARSS (2018)
Nassim Ammour, Haikel Salem Alhichri, Yakoub Bazi, Bilel Benjdira, Naif Alajlan, Mansour Abdulaziz Al Zuair
Deep Learning Approach for Car Detection in UAV Imagery. Remote. Sens. 9 (4) (2017)
Abdallah Zeggada, Farid Melgani, Yakoub Bazi
A Deep Learning Approach to UAV Image Multilabeling. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Salim Malek, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi
Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras. Sensors 17 (11) (2017)
Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
Fast indoor scene description for blind people with multiresolution random projections. J. Vis. Commun. Image Represent. 44 (2017)
Essam Othman, Yakoub Bazi, Farid Melgani, Haikel Al-Hichri, Naif Alajlan, Mansour Zuair
Domain Adaptation Network for Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Essam Othman, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani
Three-Layer Convex Network for Domain Adaptation in Multitemporal VHR Images. IEEE Geosci. Remote. Sens. Lett. 13 (3) (2016)
Haikel Salem Alhichri, Bilel Benjdira, Yakoub Bazi, Naif Alajlan
Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks. ICIAR (2016)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan, Farid Melgani, Ronald R. Yager
Deep learning approach for active classification of electrocardiogram signals. Inf. Sci. 345 (2016)
Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Naif Alajlan, Salim Malek, Haikel Al-Hichri, Farid Melgani, Mansour Abdulaziz Al Zuair
Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach. Biomed. Signal Process. Control. 19 (2015)
Essam Othman, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
A deep learning approach for unsupervised domain adaptation in multitemporal remote sensing images. IGARSS (2015)
Haikel Al-Hichri, Yakoub Bazi, Naif Alajlan, Nassim Ammour
A hierarchical learning paradigm for semi-supervised classification of remote sensing images. IGARSS (2015)
Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
A Compressive Sensing Approach to Describe Indoor Scenes for Blind People. IEEE Trans. Circuits Syst. Video Technol. 25 (7) (2015)
Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
Land-Use Classification With Compressive Sensing Multifeature Fusion. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Mohamed A. Bencherif, Yakoub Bazi, Abderrezak Guessoum, Naif Alajlan, Farid Melgani, Haikel Salem Alhichri
Fusion of Extreme Learning Machine and Graph-Based Optimization Methods for Active Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
Toward an assisted indoor scene perception for blind people with image multilabeling strategies. Expert Syst. Appl. 42 (6) (2015)
Thomas Moranduzzo, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi, Naif Alajlan
Multiclass Coarse Analysis for UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 53 (12) (2015)
Salim Malek, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani
Efficient Framework for Palm Tree Detection in UAV Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (12) (2014)
Naif Alajlan, Yakoub Bazi, Farid Melgani, Salim Malek, Mohamed A. Bencherif
Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods. Signal Image Video Process. 8 (5) (2014)
Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Hichri, Salim Malek, Ronald R. Yager
Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 11 (6) (2014)
Yakoub Bazi, Salim Malek, Naif Alajlan, Haikel Salem Alhichri
An automatic approach for palm tree counting in UAV images. IGARSS (2014)
Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Al-Hichri, Ronald R. Yager
Robust Estimation of Water Chlorophyll Concentrations With Gaussian Process Regression and IOWA Aggregation Operators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Yakoub Bazi, Haikel Hichri, Naif Alajlan, Nassim Ammour
Premature Ventricular Contraction Arrhythmia Detection and Classification with Gaussian Process and S Transform. CICSyN (2013)
Naif Alajlan, Yakoub Bazi, Ronald R. Yager
Ensemble classification of hyperspectral images based on ordered weighted averaging operators. WHISPERS (2013)
Haikel Hichri, Yakoub Bazi, Naif Alajlan, Salim Malek
Interactive Segmentation for Change Detection in Multispectral Remote-Sensing Images. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Luca Lorenzi, Farid Melgani, Grégoire Mercier, Yakoub Bazi
Assessing the Reconstructability of Shadow Areas in VHR Images. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Naif Alajlan, Yakoub Bazi, Haikel Salem Alhichri, Farid Melgani, Ronald R. Yager
Using OWA Fusion Operators for the Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-2) (2013)
Naif Alajlan, Yakoub Bazi, Farid Melgani, Ronald R. Yager
Fusion of supervised and unsupervised learning for improved classification of hyperspectral images. Inf. Sci. 217 (2012)
Haikel Hichri, Yakoub Bazi, Naif Alajlan, Sayed M. Ahamad
Interactive change detection techniques in multitemporal multispectral remote sensing images. IGARSS (2012)
Naif Alajlan, Yakoub Bazi, Haikel Hichri, Essam Othman
Robust classification of hyperspectral images based on the combination of supervised and unsupervised learning paradigms. IGARSS (2012)
Yakoub Bazi, Naif Alajlan, Farid Melgani
Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression. IEEE Trans. Geosci. Remote. Sens. 50 (7) (2012)
Md. Saiful Islam, Naif Alajlan, Yakoub Bazi, Haikel Hichri
HBS: A Novel Biometric Feature Based on Heartbeat Morphology. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Edoardo Pasolli, Farid Melgani, Naif Alajlan, Yakoub Bazi
Active Learning Methods for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Naif Alajlan, Nassim Ammour, Yakoub Bazi, Haikel Hichri
A cluster ensemble method for robust unsupervised classification of VHR remote sensing images. IGARSS (2011)
Edoardo Pasolli, Farid Melgani, Yakoub Bazi
Support Vector Machine Active Learning Through Significance Space Construction. IEEE Geosci. Remote. Sens. Lett. 8 (3) (2011)
Yakoub Bazi, Farid Melgani
Semisupervised Gaussian process regression for biophysical parameter estimation. IGARSS (2010)
Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari
Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods. IEEE Trans. Geosci. Remote. Sens. 48 (8) (2010)
Yakoub Bazi, Farid Melgani
Gaussian Process Approach to Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 48 (1-1) (2010)
Noureddine Ghoggali, Farid Melgani, Yakoub Bazi
A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 47 (6) (2009)
Yakoub Bazi, Farid Melgani
A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images. IGARSS (2) (2009)
Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari
An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images. IGARSS (2) (2009)
Farid Melgani, Yakoub Bazi
Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization. IEEE Trans. Inf. Technol. Biomed. 12 (5) (2008)
Yakoub Bazi, Farid Melgani
Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes. IGARSS (2) (2008)
Farid Melgani, Yakoub Bazi
Evolutionary Computation Approach to ECG Signal Classification. BIOSIGNALS (1) (2008)
Yakoub Bazi, Farid Melgani
A multiobjective PSO inflation methodology for SVM regression with limited training samples. IGARSS (2007)
Yakoub Bazi, Farid Melgani
Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. 45 (6-2) (2007)
Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
Image thresholding based on the EM algorithm and the generalized Gaussian distribution. Pattern Recognit. 40 (2) (2007)
Yakoub Bazi, Farid Melgani
Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 44 (11-2) (2006)

Yakoub Bazi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yakoub Bazi