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2020 – today
- 2024
[j73]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: 1-5 (2024)- [j72]Riccardo Ricci, Yakoub Bazi, Farid Melgani:
Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description. Remote. Sens. 16(3): 441 (2024) - [j71]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): 1477 (2024) - [j70]Belgacem Ben Youssef, Lamyaa Alhmidi, Yakoub Bazi, Mansour Zuair:
Federated Learning Approach for Remote Sensing Scene Classification. Remote. Sens. 16(12): 2194 (2024) - [i3]Amar Amouri, Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Ismail Butun, Imad Mahgoub:
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks. CoRR abs/2408.15886 (2024) - 2023
- [j69]Nassim Ammour, Yakoub Bazi, Naif Alajlan:
Multimodal Approach for Enhancing Biometric Authentication. J. Imaging 9(9): 168 (2023) - [j68]Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair, Farid Melgani:
CapERA: Captioning Events in Aerial Videos. Remote. Sens. 15(8): 2139 (2023) - [j67]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: 3279-3293 (2023) - [c30]Saleh Alshamrani, Haikel Alhichri, Yakoub Bazi, Naif Alajlan:
Prototypical Networks for Remote Sensing Scene Classification : Episodic Versus Classical Training. SPA 2023: 100-105 - 2022
- [j66]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): 141 (2022) - [j65]Nassim Ammour, Yakoub Bazi, Haikel Alhichri, Naif Alajlan:
Continual Learning Approach for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j64]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: 1-5 (2022) - [j63]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: 9115-9126 (2022) - [j62]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: 1-11 (2022) - [c29]Norah A. Alsharif, Yakoub Bazi, Mohamad Mahmoud Al Rahhal:
Remote Sensing Image Retrieval Using Multilingual Texts. IGARSS 2022: 1520-1523 - [c28]Laila Bashmal, Yakoub Bazi, Naif Alajlan:
Space Time Attention Transformer for Non-Event Detection in UAV Videos. IGARSS 2022: 1920-1923 - [c27]Reham Al Dayil, Yakoub Bazi, Naif Alajlan:
Open-Set Classification in Remote Sensing Imagery with Energy-Based Vision Transformer. IGARSS 2022: 2211-2214 - [c26]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: 2848-2851 - [c25]Bashair Alwadei, Mansour Zuair, Mohamad Mahmoud Al Rahhal, Yakoub Bazi:
Convmixer with Selective Kernel Attention for Hyperspectral Image Classification. IGARSS 2022: 3203-3206 - [i2]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 abs/2202.08994 (2022) - 2021
- [j61]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: 14078-14094 (2021) - [j60]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: 104807 (2021) - [j59]Soha B. Sandouka, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan:
Unified Generative Adversarial Networks for Multidomain Fingerprint Presentation Attack Detection. Entropy 23(8): 1089 (2021) - [j58]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): 1451-1455 (2021) - [j57]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): 516 (2021) - [j56]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): 3861 (2021) - [j55]Soha B. Sandouka, Yakoub Bazi, Naif Alajlan:
Transformers and Generative Adversarial Networks for Liveness Detection in Multitarget Fingerprint Sensors. Sensors 21(3): 699 (2021) - [j54]Smail Bazi, Redha Benzid, Yakoub Bazi, Mohamad Mahmoud Al Rahhal:
A Fast Firefly Algorithm for Function Optimization: Application to the Control of BLDC Motor. Sensors 21(16): 5267 (2021) - [c24]Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal:
Deep Vision Transformers for Remote Sensing Scene Classification. IGARSS 2021: 2815-2818 - [c23]Tariq Lasloum, Haikel Alhichri, Yakoub Bazi:
Classification of Remote Sensing scenes using Semi-Supervised Domain Adaptation based on Entropy Adversarial Optimization. NISS (ACM) 2021: 30:1-30:8 - 2020
- [j53]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): 2058013:1-2058013:24 (2020) - [j52]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): 405 (2020) - [j51]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): 1716 (2020) - [j50]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): 2085 (2020)
2010 – 2019
- 2019
- [j49]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: 119873-119880 (2019) - [j48]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: 182225-182237 (2019) - [j47]Ronald R. Yager, Naif Alajlan, Yakoub Bazi:
Uncertain database retrieval with measure-based belief function attribute values. Inf. Sci. 501: 761-770 (2019) - [j46]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): 1369 (2019) - [j45]Benoît Vozel, Vladimir V. Lukin, Yakoub Bazi:
Editorial to Special Issue "Multispectral Image Acquisition, Processing, and Analysis". Remote. Sens. 11(19): 2310 (2019) - [j44]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): 2908 (2019) - [c22]Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel:
Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. IGARSS 2019: 875-878 - [c21]Yakoub Bazi:
Two-Branch Neural Network for Learning Multi-label Classification in UAV Imagery. IGARSS 2019: 2443-2446 - [i1]Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni:
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. CoRR abs/1905.03198 (2019) - 2018
- [j43]Ronald R. Yager, Naif Alajlan, Yakoub Bazi:
Aspects of generalized orthopair fuzzy sets. Int. J. Intell. Syst. 33(11): 2154-2174 (2018) - [j42]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): 13007 (2018) - [j41]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: 6257810:1-6257810:14 (2018) - [j40]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): 597-601 (2018) - [j39]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): 351 (2018) - [j38]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): 1890 (2018) - [j37]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): 2270-2282 (2018) - [j36]Yakoub Bazi, Farid Melgani:
Convolutional SVM Networks for Object Detection in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 56(6): 3107-3118 (2018) - [c20]Haikel Salem Alhichri, Naif Alajlan, Yakoub Bazi, Timon Rabczuk:
Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification. EIT 2018: 1-5 - [c19]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: 169-173 - [c18]Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan:
Generative Adversarial Networks for Cross-Scene Classification in Remote Sensing Images. IGARSS 2018: 4752-4755 - 2017
- [j35]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: 95-105 (2017) - [j34]Abdallah Zeggada, Farid Melgani, Yakoub Bazi:
A Deep Learning Approach to UAV Image Multilabeling. IEEE Geosci. Remote. Sens. Lett. 14(5): 694-698 (2017) - [j33]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): 312 (2017) - [j32]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): 2641 (2017) - [j31]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): 4441-4456 (2017) - 2016
- [j30]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: 340-354 (2016) - [j29]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): 354-358 (2016) - [c17]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: 290-295 - 2015
- [j28]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: 56-67 (2015) - [j27]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): 2907-2918 (2015) - [j26]Mohamed Abdelkader 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): 527-531 (2015) - [j25]Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan:
Land-Use Classification With Compressive Sensing Multifeature Fusion. IEEE Geosci. Remote. Sens. Lett. 12(10): 2155-2159 (2015) - [j24]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): 1246-1257 (2015) - [j23]Thomas Moranduzzo, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi, Naif Alajlan:
Multiclass Coarse Analysis for UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 53(12): 6394-6406 (2015) - [c16]Essam Othman, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan:
A deep learning approach for unsupervised domain adaptation in multitemporal remote sensing images. IGARSS 2015: 2401-2404 - [c15]Haikel Al-Hichri, Yakoub Bazi, Naif Alajlan, Nassim Ammour:
A hierarchical learning paradigm for semi-supervised classification of remote sensing images. IGARSS 2015: 4388-4391 - 2014
- [j22]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): 1066-1070 (2014) - [j21]Naif Alajlan, Yakoub Bazi, Farid Melgani, Salim Malek, Mohamed Abdelkader Bencherif:
Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods. Signal Image Video Process. 8(5): 931-942 (2014) - [j20]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): 3019-3028 (2014) - [j19]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): 4692-4703 (2014) - [c14]Yakoub Bazi, Salim Malek, Naif Alajlan, Haikel Salem Alhichri:
An automatic approach for palm tree counting in UAV images. IGARSS 2014: 537-540 - 2013
- [j18]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): 298-302 (2013) - [j17]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): 602-614 (2013) - [j16]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): 2863-2873 (2013) - [c13]Yakoub Bazi, Haikel Hichri, Naif Alajlan, Nassim Ammour:
Premature Ventricular Contraction Arrhythmia Detection and Classification with Gaussian Process and S Transform. CICSyN 2013: 36-41 - [c12]Naif Alajlan, Yakoub Bazi, Ronald R. Yager:
Ensemble classification of hyperspectral images based on ordered weighted averaging operators. WHISPERS 2013: 1-4 - 2012
- [j15]Naif Alajlan, Yakoub Bazi, Farid Melgani, Ronald R. Yager:
Fusion of supervised and unsupervised learning for improved classification of hyperspectral images. Inf. Sci. 217: 39-55 (2012) - [j14]Yakoub Bazi, Naif Alajlan, Farid Melgani:
Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression. IEEE Trans. Geosci. Remote. Sens. 50(7): 2733-2743 (2012) - [j13]Edoardo Pasolli, Farid Melgani, Naif Alajlan, Yakoub Bazi:
Active Learning Methods for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. 50(10): 4071-4084 (2012) - [j12]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): 445-453 (2012) - [c11]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: 1417-1420 - [c10]Haikel Hichri, Yakoub Bazi, Naif Alajlan, Sayed M. Ahamad:
Interactive change detection techniques in multitemporal multispectral remote sensing images. IGARSS 2012: 6173-6176 - 2011
- [j11]Edoardo Pasolli, Farid Melgani, Yakoub Bazi:
Support Vector Machine Active Learning Through Significance Space Construction. IEEE Geosci. Remote. Sens. Lett. 8(3): 431-435 (2011) - [c9]Naif Alajlan, Nassim Ammour, Yakoub Bazi, Haikel Hichri:
A cluster ensemble method for robust unsupervised classification of VHR remote sensing images. IGARSS 2011: 2896-2899 - 2010
- [j10]Yakoub Bazi, Farid Melgani:
Gaussian Process Approach to Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 48(1-1): 186-197 (2010) - [j9]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): 3178-3187 (2010) - [c8]Yakoub Bazi, Farid Melgani:
Semisupervised Gaussian process regression for biophysical parameter estimation. IGARSS 2010: 4248-4251
2000 – 2009
- 2009
- [j8]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): 1707-1718 (2009) - [c7]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: 125-128 - [c6]Yakoub Bazi, Farid Melgani:
A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images. IGARSS (2) 2009: 984-987 - 2008
- [j7]Farid Melgani, Yakoub Bazi:
Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization. IEEE Trans. Inf. Technol. Biomed. 12(5): 667-677 (2008) - [c5]Farid Melgani, Yakoub Bazi:
Evolutionary Computation Approach to ECG Signal Classification. BIOSIGNALS (1) 2008: 19-24 - [c4]Yakoub Bazi, Farid Melgani:
Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes. IGARSS (2) 2008: 1013-1016 - 2007
- [j6]Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani:
Image thresholding based on the EM algorithm and the generalized Gaussian distribution. Pattern Recognit. 40(2): 619-634 (2007) - [j5]Yakoub Bazi, Farid Melgani:
Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. 45(6-2): 1887-1895 (2007) - [c3]Yakoub Bazi, Farid Melgani:
A multiobjective PSO inflation methodology for SVM regression with limited training samples. IGARSS 2007: 4360-4363 - 2006
- [j4]Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani:
Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images. IEEE Geosci. Remote. Sens. Lett. 3(3): 349-353 (2006) - [j3]Farid Melgani, Yakoub Bazi:
Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery. IEEE Geosci. Remote. Sens. Lett. 3(4): 457-461 (2006) - [j2]Yakoub Bazi, Farid Melgani:
Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 44(11-2): 3374-3385 (2006) - [c2]Farid Melgani, Yakoub Bazi:
Robust Unsupervised Change Detection with Markov Random Fields. IGARSS 2006: 208-211 - 2005
- [b1]Yakoub Bazi:
Advanced methoda for unsupervised change detetction in multitemporal synthetic aperture radar images. University of Trento, Italy, 2005 - [j1]Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani:
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images. IEEE Trans. Geosci. Remote. Sens. 43(4): 874-887 (2005) - 2004
- [c1]Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani:
An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution. IGARSS 2004: 1402-1405
Coauthor Index
Naif Alajlan
aka: Naif Al Ajlan
aka: Naif Al Ajlan
[j69] [c30] [j66] [j65] [j63] [c28] [c27] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j53] [j51] [j49] [j48] [j47] [j44] [j43] [j39] [j37] [c20] [c19] [c18] [j35] [j33] [j31] [j30] [j29] [c17] [j28] [j27] [j26] [j25] [j24] [j23] [c16] [c15] [j22] [j21] [j20] [j19] [c14] [j18] [j17] [c13] [c12] [j15] [j14] [j13] [j12] [c11] [c10] [c9]
Mohamad Mahmoud Al Rahhal
aka: Mohamad Mahmoud Alrahhal
aka: Mohamad Mahmoud Alrahhal
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
