Yakoub Bazi

According to our database, Yakoub Bazi authored at least 106 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Learning Approach for Remote Sensing Scene Classification.

Belgacem Ben Youssef, Lamyaa Alhmidi, Yakoub Bazi, Mansour Zuair

Remote. Sens., June, 2024

RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery.

Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Riccardo Ricci, Farid Melgani

Remote. Sens., May, 2024

Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description.

Riccardo Ricci, Yakoub Bazi, Farid Melgani

Remote. Sens., February, 2024

Text-to-Event Retrieval in Aerial Videos.

Laila Bashmal, Shima M. Al Mehmadi, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair

IEEE Geosci. Remote. Sens. Lett., 2024

Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks.

Amar Amouri, Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Ismail Butun, Imad Mahgoub

Proceedings of the International Symposium on Networks, Computers and Communications, 2024

2023

CapERA: Captioning Events in Aerial Videos.

Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair, Farid Melgani

Remote. Sens., April, 2023

Visual Question Generation From Remote Sensing Images.

Laila Bashmal, Yakoub Bazi, Farid Melgani, Riccardo Ricci, Mohamad Mahmoud Al Rahhal, Mansour Zuair

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Multimodal Approach for Enhancing Biometric Authentication.

Nassim Ammour, Yakoub Bazi, Naif Alajlan

J. Imaging, 2023

Prototypical Networks for Remote Sensing Scene Classification : Episodic Versus Classical Training.

Saleh Alshamrani, Haikel Alhichri, Yakoub Bazi, Naif Alajlan

Proceedings of the Signal Processing: Algorithms, 2023

2022

Bi-Modal Transformer-Based Approach for Visual Question Answering in Remote Sensing Imagery.

Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Mansour Abdulaziz Al Zuair, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2022

Multilanguage Transformer for Improved Text to Remote Sensing Image Retrieval.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Norah A. Alsharif, Laila Bashmal, Naif Alajlan, Farid Melgani

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Contrasting YOLOv5, Transformer, and EfficientDet Detectors for Crop Circle Detection in Desert.

Mohamed Lamine Mekhalfi, Carlo Nicolò, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Norah A. Alsharif, Eslam Al Maghayreh

IEEE Geosci. Remote. Sens. Lett., 2022

Continual Learning Approach for Remote Sensing Scene Classification.

Nassim Ammour, Yakoub Bazi, Haikel Alhichri, Naif Alajlan

IEEE Geosci. Remote. Sens. Lett., 2022

Heartprint: A Dataset of Multisession ECG Signal with Long Interval Captured from Fingers for Biometric Recognition.

Md. Saiful Islam, Haikel Alhichri, Yakoub Bazi, Nassim Ammour, Naif Alajlan, Rami Mohammad Jomaa

Data, 2022

REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment.

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

CoRR, 2022

Open-Set Classification in Remote Sensing Imagery with Energy-Based Vision Transformer.

Reham Al Dayil, Yakoub Bazi, Naif Alajlan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Space Time Attention Transformer for Non-Event Detection in UAV Videos.

Laila Bashmal, Yakoub Bazi, Naif Alajlan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Convmixer with Selective Kernel Attention for Hyperspectral Image Classification.

Bashair Alwadei, Mansour Zuair, Mohamad Mahmoud Al Rahhal, Yakoub Bazi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Remote Sensing Image Retrieval Using Multilingual Texts.

Norah A. Alsharif, Yakoub Bazi, Mohamad Mahmoud Al Rahhal

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Open-Ended Visual Question Answering Model For Remote Sensing Images.

Sara O. Alsaleh, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Abdulaziz Al Zuair

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Transformers and Generative Adversarial Networks for Liveness Detection in Multitarget Fingerprint Sensors.

Soha B. Sandouka, Yakoub Bazi, Naif Alajlan

Sensors, 2021

A Fast Firefly Algorithm for Function Optimization: Application to the Control of BLDC Motor.

Smail Bazi, Redha Benzid, Yakoub Bazi, Mohamad Mahmoud Al Rahhal

Sensors, 2021

SSDAN: Multi-Source Semi-Supervised Domain Adaptation Network for Remote Sensing Scene Classification.

Tariq Lasloum, Haikel Alhichri, Yakoub Bazi, Naif Alajlan

Remote. Sens., 2021

Vision Transformers for Remote Sensing Image Classification.

Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Reham Al Dayil, Naif Al Ajlan

Remote. Sens., 2021

Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Huda Al-Hwiti, Haikel Salem Alhichri, Naif Alajlan

IEEE Geosci. Remote. Sens. Lett., 2021

Unified Generative Adversarial Networks for Multidomain Fingerprint Presentation Attack Detection.

Soha B. Sandouka, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan

Entropy, 2021

LwF-ECG: Learning-without-forgetting approach for electrocardiogram heartbeat classification based on memory with task selector.

Nassim Ammour, Haikel Alhichri, Yakoub Bazi, Naif Alajlan

Comput. Biol. Medicine, 2021

Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention.

Haikel Salem Alhichri, Asma S. Alswayed, Yakoub Bazi, Nassim Ammour, Naif Al Ajlan

IEEE Access, 2021

Classification of Remote Sensing scenes using Semi-Supervised Domain Adaptation based on Entropy Adversarial Optimization.

Tariq Lasloum, Haikel Alhichri, Yakoub Bazi

Proceedings of the NISS2021: The 4th International Conference on Networking, Information Systems & Security, KENITRA, Morocco, April 1, 2021

Deep Vision Transformers for Remote Sensing Scene Classification.

Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

End-to-End Deep Learning Fusion of Fingerprint and Electrocardiogram Signals for Presentation Attack Detection.

Rami Mohammad Jomaa, Hassan Mathkour, Yakoub Bazi, Md. Saiful Islam

Sensors, 2020

TextRS: Deep Bidirectional Triplet Network for Matching Text to Remote Sensing Images.

Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Lalitha Rangarajan, Mansour Zuair

Remote. Sens., 2020

Deep Open-Set Domain Adaptation for Cross-Scene Classification based on Adversarial Learning and Pareto Ranking.

Reham Adayel, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan

Remote. Sens., 2020

Real-Time Mobile-Based Electrocardiogram System for Remote Monitoring of Patients with Cardiac Arrhythmias.

Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Salem Alhichri, Nassim Ammour, Naif Alajlan, Mansour Zuair

Int. J. Pattern Recognit. Artif. Intell., 2020

2019

Editorial to Special Issue "Multispectral Image Acquisition, Processing, and Analysis".

Benoît Vozel, Vladimir V. Lukin, Yakoub Bazi

Remote. Sens., 2019

Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images.

Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni

Remote. Sens., 2019

Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary Classification Loss for Remote Sensing Scene Classification.

Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Al-Hichri, Naif Alajlan

Remote. Sens., 2019

Uncertain database retrieval with measure-based belief function attribute values.

Ronald R. Yager, Naif Alajlan, Yakoub Bazi

Inf. Sci., 2019

Dense Convolutional Networks With Focal Loss and Image Generation for Electrocardiogram Classification.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haidar Almubarak, Naif Alajlan, Mansour Abdulaziz Al Zuair

IEEE Access, 2019

Deep Attention Neural Network for Multi-Label Classification in Unmanned Aerial Vehicle Imagery.

Aaliyah Alshehri, Yakoub Bazi, Nassim Ammour, Haidar Almubarak, Naif Alajlan

IEEE Access, 2019

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images.

Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Two-Branch Neural Network for Learning Multi-label Classification in UAV Imagery.

Yakoub Bazi

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks.

Salim Malek, Farid Melgani, Yakoub Bazi, Naif Alajlan

IEEE Trans. Geosci. Remote. Sens., 2018

Convolutional SVM Networks for Object Detection in UAV Imagery.

Yakoub Bazi, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2018

Learning a Multi-Branch Neural Network from Multiple Sources for Knowledge Adaptation in Remote Sensing Imagery.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Taghreed Abdullah Mohammed Ali, Mohamed Lamine Mekhalfi, Haikel Salem Alhichri, Mansour Zuair

Remote. Sens., 2018

Siamese-GAN: Learning Invariant Representations for Aerial Vehicle Image Categorization.

Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Mohamad Mahmoud Alrahhal, Nassim Ammour, Naif Alajlan

Remote. Sens., 2018

Asymmetric Adaptation of Deep Features for Cross-Domain Classification in Remote Sensing Imagery.

Nassim Ammour, Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair

IEEE Geosci. Remote. Sens. Lett., 2018

Tile-Based Semisupervised Classification of Large-Scale VHR Remote Sensing Images.

Haikel Salem Alhichri, Essam Othman, Mansour Zuair, Nassim Ammour, Yakoub Bazi

J. Sensors, 2018

Ear recognition via sparse coding of local features.

Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mansour Abdulaziz Al Zuair, Lalitha Rangarajan

J. Electronic Imaging, 2018

Aspects of generalized orthopair fuzzy sets.

Ronald R. Yager, Naif Alajlan, Yakoub Bazi

Int. J. Intell. Syst., 2018

Generative Adversarial Networks for Cross-Scene Classification in Remote Sensing Images.

Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Automatic Premature Ventricular Contractions Detection for Multi-Lead Electrocardiogram Signal.

Mohamad Mahmoud Al Rahhal, Naif Al Ajlan, Yakoub Bazi, Haikel Al-Hichri, Timon Rabczuk

Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018

Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification.

Haikel Salem Alhichri, Naif Alajlan, Yakoub Bazi, Timon Rabczuk

Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018

2017

Domain Adaptation Network for Cross-Scene Classification.

Essam Othman, Yakoub Bazi, Farid Melgani, Haikel Al-Hichri, Naif Alajlan, Mansour Zuair

IEEE Trans. Geosci. Remote. Sens., 2017

Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras.

Salim Malek, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi

Sensors, 2017

Deep Learning Approach for Car Detection in UAV Imagery.

Nassim Ammour, Haikel Salem Alhichri, Yakoub Bazi, Bilel Benjdira, Naif Alajlan, Mansour Abdulaziz Al Zuair

Remote. Sens., 2017

A Deep Learning Approach to UAV Image Multilabeling.

Abdallah Zeggada, Farid Melgani, Yakoub Bazi

IEEE Geosci. Remote. Sens. Lett., 2017

Fast indoor scene description for blind people with multiresolution random projections.

Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan

J. Vis. Commun. Image Represent., 2017

2016

Three-Layer Convex Network for Domain Adaptation in Multitemporal VHR Images.

Essam Othman, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani

IEEE Geosci. Remote. Sens. Lett., 2016

Deep learning approach for active classification of electrocardiogram signals.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan, Farid Melgani, Ronald R. Yager

Inf. Sci., 2016

Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks.

Haikel Salem Alhichri, Bilel Benjdira, Yakoub Bazi, Naif Alajlan

Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015

Multiclass Coarse Analysis for UAV Imagery.

Thomas Moranduzzo, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi, Naif Alajlan

IEEE Trans. Geosci. Remote. Sens., 2015

A Compressive Sensing Approach to Describe Indoor Scenes for Blind People.

Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan

IEEE Trans. Circuits Syst. Video Technol., 2015

Land-Use Classification With Compressive Sensing Multifeature Fusion.

Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan

IEEE Geosci. Remote. Sens. Lett., 2015

Fusion of Extreme Learning Machine and Graph-Based Optimization Methods for Active Classification of Remote Sensing Images.

Mohamed Abdelkader Bencherif, Yakoub Bazi, Abderrezak Guessoum, Naif Alajlan, Farid Melgani, Haikel Salem Alhichri

IEEE Geosci. Remote. Sens. Lett., 2015

Toward an assisted indoor scene perception for blind people with image multilabeling strategies.

Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan

Expert Syst. Appl., 2015

Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach.

Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Naif Alajlan, Salim Malek, Haikel Al-Hichri, Farid Melgani, Mansour Abdulaziz Al Zuair

Biomed. Signal Process. Control., 2015

A deep learning approach for unsupervised domain adaptation in multitemporal remote sensing images.

Essam Othman, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A hierarchical learning paradigm for semi-supervised classification of remote sensing images.

Haikel Al-Hichri, Yakoub Bazi, Naif Alajlan, Nassim Ammour

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Efficient Framework for Palm Tree Detection in UAV Images.

Salim Malek, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Robust Estimation of Water Chlorophyll Concentrations With Gaussian Process Regression and IOWA Aggregation Operators.

Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Al-Hichri, Ronald R. Yager

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods.

Naif Alajlan, Yakoub Bazi, Farid Melgani, Salim Malek, Mohamed Abdelkader Bencherif

Signal Image Video Process., 2014

Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images.

Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Hichri, Salim Malek, Ronald R. Yager

IEEE Geosci. Remote. Sens. Lett., 2014

An automatic approach for palm tree counting in UAV images.

Yakoub Bazi, Salim Malek, Naif Alajlan, Haikel Salem Alhichri

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Assessing the Reconstructability of Shadow Areas in VHR Images.

Luca Lorenzi, Farid Melgani, Grégoire Mercier, Yakoub Bazi

IEEE Trans. Geosci. Remote. Sens., 2013

Using OWA Fusion Operators for the Classification of Hyperspectral Images.

Naif Alajlan, Yakoub Bazi, Haikel Salem Alhichri, Farid Melgani, Ronald R. Yager

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Interactive Segmentation for Change Detection in Multispectral Remote-Sensing Images.

Haikel Hichri, Yakoub Bazi, Naif Alajlan, Salim Malek

IEEE Geosci. Remote. Sens. Lett., 2013

Ensemble classification of hyperspectral images based on ordered weighted averaging operators.

Naif Alajlan, Yakoub Bazi, Ronald R. Yager

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Premature Ventricular Contraction Arrhythmia Detection and Classification with Gaussian Process and S Transform.

Yakoub Bazi, Haikel Hichri, Naif Alajlan, Nassim Ammour

Proceedings of the Fifth International Conference on Computational Intelligence, 2013

2012

HBS: A Novel Biometric Feature Based on Heartbeat Morphology.

Md. Saiful Islam, Naif Alajlan, Yakoub Bazi, Haikel Hichri

IEEE Trans. Inf. Technol. Biomed., 2012

Active Learning Methods for Biophysical Parameter Estimation.

Edoardo Pasolli, Farid Melgani, Naif Alajlan, Yakoub Bazi

IEEE Trans. Geosci. Remote. Sens., 2012

Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression.

Yakoub Bazi, Naif Alajlan, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2012

Fusion of supervised and unsupervised learning for improved classification of hyperspectral images.

Naif Alajlan, Yakoub Bazi, Farid Melgani, Ronald R. Yager

Inf. Sci., 2012

Interactive change detection techniques in multitemporal multispectral remote sensing images.

Haikel Hichri, Yakoub Bazi, Naif Alajlan, Sayed M. Ahamad

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Robust classification of hyperspectral images based on the combination of supervised and unsupervised learning paradigms.

Naif Alajlan, Yakoub Bazi, Haikel Hichri, Essam Othman

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Support Vector Machine Active Learning Through Significance Space Construction.

Edoardo Pasolli, Farid Melgani, Yakoub Bazi

IEEE Geosci. Remote. Sens. Lett., 2011

A cluster ensemble method for robust unsupervised classification of VHR remote sensing images.

Naif Alajlan, Nassim Ammour, Yakoub Bazi, Haikel Hichri

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods.

Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari

IEEE Trans. Geosci. Remote. Sens., 2010

Gaussian Process Approach to Remote Sensing Image Classification.

Yakoub Bazi, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2010

Semisupervised Gaussian process regression for biophysical parameter estimation.

Yakoub Bazi, Farid Melgani

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples.

Noureddine Ghoggali, Farid Melgani, Yakoub Bazi

IEEE Trans. Geosci. Remote. Sens., 2009

An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images.

Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images.

Yakoub Bazi, Farid Melgani

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization.

Farid Melgani, Yakoub Bazi

IEEE Trans. Inf. Technol. Biomed., 2008

Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes.

Yakoub Bazi, Farid Melgani

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Evolutionary Computation Approach to ECG Signal Classification.

Farid Melgani, Yakoub Bazi

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation.

Yakoub Bazi, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2007

Image thresholding based on the EM algorithm and the generalized Gaussian distribution.

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani

Pattern Recognit., 2007

A multiobjective PSO inflation methodology for SVM regression with limited training samples.

Yakoub Bazi, Farid Melgani

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images.

Yakoub Bazi, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2006

Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery.

Farid Melgani, Yakoub Bazi

IEEE Geosci. Remote. Sens. Lett., 2006

Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images.

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani

IEEE Geosci. Remote. Sens. Lett., 2006

Robust Unsupervised Change Detection with Markov Random Fields.

Farid Melgani, Yakoub Bazi

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

Advanced methoda for unsupervised change detetction in multitemporal synthetic aperture radar images.

Yakoub Bazi

PhD thesis, 2005

An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images.

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani

IEEE Trans. Geosci. Remote. Sens., 2005

2004

An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution.

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004