Haikel Salem Alhichri

According to our database, Haikel Salem Alhichri authored at least 52 papers between 2001 and 2023.

Collaborative distances:

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

2023

RS-DeepSuperLearner: fusion of CNN ensemble for remote sensing scene classification.

Haikel Alhichri

Ann. GIS, January, 2023

Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images.

Ridha Ouni, Haikel Alhichri

CoRR, 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

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

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

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

A Deep Learning Model based on MobileNetV3 and UNet for Spinal Cord Gray Matter Segmentation.

Alhanouf Alsenan, Belgacem Ben Youssef, Haikel Alhichri

Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 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

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

Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal loss.

Taissir Fekih Romdhane, Haikel Al-Hichri, Ridha Ouni, Mohamed Atri

Comput. Biol. Medicine, 2020

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

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

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

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

Multitask Classification of Remote Sensing Scenes Using Deep Neural Networks.

Haikel Al-Hichri

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

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

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

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

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

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

Sift-ELM approach for unsupervised change detection in VHR images.

Haikel Salem Alhichri

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

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

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

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

Tackling the Problem of Invariant Texture Retrieval Using Multiple Strategies.

Noureddine Abbadeni, Haikel Salem Alhichri, Alaa B. Elmasry

Int. J. Image Graph., 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

2008

Low-level invariant image retrieval based on results fusion.

Noureddine Abbadeni, Haikel Salem Alhichri

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2004

Automatic Image Registration Using Virtual Circles.

Haikel Salem Alhichri, Mohamed Kamel

Int. J. Image Graph., 2004

2003

Virtual circles: a new set of features for fast image registration.

Haikel Salem Alhichri, Mohamed Kamel

Pattern Recognit. Lett., 2003

Image registration using collinear virtual circles.

Haikel Salem Alhichri, Mohamed Kamel

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Multi-resolution image registration using multi-class Hausdorff fraction.

Haikel Salem Alhichri, Mohamed Kamel

Pattern Recognit. Lett., 2002

Image Registration Using Virtual Circles and Edge Direction.

Haikel Salem Alhichri, Mohamed Kamel

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Image registration using the Hausdorff fraction and virtual circles.

Haikel Salem Alhichri, Mohamed Kamel

Proceedings of the 2001 International Conference on Image Processing, 2001