Farid Melgani

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 73

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

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)
Riccardo Ricci, Farid Melgani, José Marcato Junior, Wesley Nunes Gonçalves
NLP-Based Fusion Approach to Robust Image Captioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Praveen Kumar Sekharamantry, Farid Melgani, Jonni Malacarne, Riccardo Ricci, Rodrigo Silva, José Marcato Junior
A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism. Comput. 13 (3) (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)
Khaled Al-Jabri, Yaseen A. Al-Mulla, Farid Melgani, Alexandros Stefanakis
Remote Sensing Analysis for Vegetation Assessment of a Large-Scale Constructed Wetland Treating Produced Water Polluted with Oil Hydrocarbons. Remote. Sens. 15 (24) (2023)
Genc Hoxha, Giacomo Scuccato, Farid Melgani
Improving Image Captioning Systems With Postprocessing Strategies. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Riccardo Ricci, Farid Melgani, José Marcato Junior, Wesley Nunes Gonçalves
Robust Image Captioning with Post-Generation Ensemble Method. IGARSS (2023)
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)
Praveen Kumar Sekharamantry, Farid Melgani, Jonni Malacarne
Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO. Remote. Sens. 15 (6) (2023)
Genc Hoxha, Farid Melgani
A Novel SVM-Based Decoder for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. Comput. Electron. Agric. 203 (2022)
Mohammed Bouzenita, Leila Hayet Mouss, Farid Melgani, Toufik Bentrcia
New fusion frameworks including explicit weighting functions for the remaining useful life prognostics. Expert Syst. Appl. 189 (2022)
Mayar A. Shafaey, Farid Melgani, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala Mousher Ebeid, El-Sayed A. El-Dahshan, Mohamed F. Tolba
Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks. IEEE Access 10 (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)
Genc Hoxha, Seloua Chouaf, Farid Melgani, Youcef Smara
Change Captioning: A New Paradigm for Multitemporal Remote Sensing Image Analysis. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Edoardo Pasetto, Morris Riedel, Farid Melgani, Kristel Michielsen, Gabriele Cavallaro
Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen
Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. 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)
Youyou Li, Binbin He, Farid Melgani, Teng Long
Point-Based Weakly Supervised Learning for Object Detection in High Spatial Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen
Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. IGARSS (2021)
Yosra Saidane, Farid Melgani, Sofia Ben Jebara, Pierre-Franois Pradat, Giovanni de Marco
Classification between upper and lower motor neurons in amyotrophic lateral sclerosis patients by electromyographic processing and analysis. ISIVC (2021)
Mesay Belete Bejiga, Genc Hoxha, Farid Melgani
Improving Text Encoding for Retro-Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 18 (4) (2021)
Seloua Chouaf, Genc Hoxha, Youcef Smara, Farid Melgani
Captioning Changes in Bi-Temporal Remote Sensing Images. IGARSS (2021)
Genc Hoxha, Farid Melgani
An Active Learning Strategy for SVM-Based Captioning. IGARSS (2021)
Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
NMF with feature relationship preservation penalty term for clustering problems. Pattern Recognit. 112 (2021)
Mohamed Amine Belkadi, Abdelhamid Daamouche, Farid Melgani
A deep neural network approach to QRS detection using autoencoders. Expert Syst. Appl. 184 (2021)
Genc Hoxha, Farid Melgani, Begüm Demir
Toward Remote Sensing Image Retrieval Under a Deep Image Captioning Perspective. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Satoru Koda, Farid Melgani, Ryuei Nishii
Unsupervised Spectral-Spatial Feature Extraction With Generalized Autoencoder for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 17 (3) (2020)
Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. CoRR (2020)
Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Mohammed Bouzenita, Leila Hayet Mouss, Farid Melgani, Toufik Bentrcia
New fusion and selection approaches for estimating the remaining useful life using Gaussian process regression and induced ordered weighted averaging operators. Qual. Reliab. Eng. Int. 36 (6) (2020)
Viacheslav V. Danilov, Igor P. Skirnevskiy, Roman A. Manakov, Olga M. Gerget, Farid Melgani
Feature selection algorithm based on PDF/PMF area difference. Biomed. Signal Process. Control. 57 (2020)
Abderezak Touzene, Sultan Al Yahyai, Farid Melgani
Smart grid resources allocation using smart genetic heuristic. Int. J. Comput. Appl. Technol. 63 (1/2) (2020)
Genc Hoxha, Farid Melgani
Remote Sensing Image Captioning with SVM-Based Decoding. IGARSS (2020)
Mohamed Lamine Mekhalfi, Carlo Nicolò, Ivan Ianniello, Federico Calamita, Rino Goller, Maurizio Barazzuol, Farid Melgani
Vision System for Automatic On-Tree Kiwifruit Counting and Yield Estimation. Sensors 20 (15) (2020)
Youyou Li, Farid Melgani, Binbin He
CSVM Architectures for Pixel-Wise Object Detection in High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Mohamed Lamine Mekhalfi, Mesay Belete Bejiga, Davide Soresina, Farid Melgani, Begüm Demir
Capsule Networks for Object Detection in UAV Imagery. Remote. Sens. 11 (14) (2019)
Genc Hoxha, Farid Melgani, Begüm Demir
Retrieving Images with Generated Textual Descriptions. IGARSS (2019)
Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN. IGARSS (2019)
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung, Farid Melgani
Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning. Remote. Sens. 11 (9) (2019)
Mesay Belete Bejiga, Farid Melgani
Towards Generating Remote Sensing Images of the Far Past. IGARSS (2019)
Rim Trabelsi, Issam Jabri, Farid Melgani, Fethi Smach, Nicola Conci, Ammar Bouallegue
Indoor object recognition in RGBD images with complex-valued neural networks for visually-impaired people. Neurocomputing 330 (2019)
Mesay Belete Bejiga, Farid Melgani, Antonio Vascotto
Retro-Remote Sensing: Generating Images From Ancient Texts. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Shounak Chakraborty, Moumita Roy, Farid Melgani
Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Youyou Li, Farid Melgani, Binbin He
Fully Convolutional SVM for Car Detection In Uav Imagery. IGARSS (2019)
Céline Danilo, Farid Melgani
High-Coverage Satellite-Based Coastal Bathymetry through a Fusion of Physical and Learning Methods. Remote. Sens. 11 (4) (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)
Mesay Belete Bejiga, Farid Melgani, Pietro Beraldini
Domain Adversarial Neural Networks for Large-Scale Land Cover Classification. Remote. Sens. 11 (10) (2019)
Mesay Belete Bejiga, Farid Melgani
An Adversarial Approach to Cross-Sensor Hyperspectral Data Classification. IGARSS (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)
Abdallah Zeggada, Souad Benbraika, Farid Melgani, Zouhir Mokhtari
Multilabel Conditional Random Field Classification for UAV Images. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Yakoub Bazi, Farid Melgani
Convolutional SVM Networks for Object Detection in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Farid Melgani, Francesco G. B. De Natale
Ensemble of Deep Models for Event Recognition. ACM Trans. Multim. Comput. Commun. Appl. 14 (2) (2018)
Satoru Koda, Abdallah Zeggada, Farid Melgani, Ryuei Nishii
Spatial and Structured SVM for Multilabel Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Mesay Belete Bejiga, Farid Melgani
Gan-Based Domain Adaptation for Object Classification. IGARSS (2018)
Abdallah Zeggada, Farid Melgani
Multilabeling UAV images with Autoencoder networks. JURSE (2017)
Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Giulia Boato, Farid Melgani, Francesco G. B. De Natale
A pool of deep models for event recognition. ICIP (2017)
Mesay Belete Bejiga, Abdallah Zeggada, Abdelhamid Nouffidj, Farid Melgani
A Convolutional Neural Network Approach for Assisting Avalanche Search and Rescue Operations with UAV Imagery. Remote. Sens. 9 (2) (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)
Salim Malek, Farid Melgani
Autoencoding approach to the cloud removal problem. IGARSS (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)
Rim Trabelsi, Issam Jabri, Farid Melgani, Fethi Smach, Nicola Conci, Ammar Bouallegue
Complex-Valued Representation for RGB-D Object Recognition. PSIVT (2017)
Abdallah Zeggada, Alessandro Stella, Gennaro Caliendo, Farid Melgani, Maurizio Barazzuol, Nicola La Porta, Rino Goller
Leaf development index estimation using UAV imagery for fighting apple scab. IGARSS (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)
Abdallah Zeggada, Farid Melgani
Multilabel classification of UAV images with Convolutional Neural Networks. IGARSS (2016)
Mesay Belete Bejiga, Abdallah Zeggada, Farid Melgani
Convolutional neural networks for near real-time object detection from UAV imagery in avalanche search and rescue operations. IGARSS (2016)
Céline Danilo, Farid Melgani
Wave Period and Coastal Bathymetry Using Wave Propagation on Optical Images. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Mohamed Lamine Mekhalfi, Farid Melgani, Abdallah Zeggada, Francesco G. B. De Natale, Mohammed A.-M. Salem, Alaa M. Khamis
Recovering the sight to blind people in indoor environments with smart technologies. Expert Syst. Appl. 46 (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)
Céline Danilo, Farid Melgani
Adaptive wave tracing for coastal bathymetry estimation. IGARSS (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)
Thomas Moranduzzo, Mohamed Lamine Mekhalfi, Farid Melgani
LBP-based multiclass classification method for UAV imagery. IGARSS (2015)
Mohamed Lamine Mekhalfi, Farid Melgani
Sparse modeling of the land use classification problem. IGARSS (2015)
Moumita Roy, Farid Melgani, Ashish Ghosh, Enrico Blanzieri, Susmita Ghosh
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns. IEEE Geosci. Remote. Sens. Lett. 12 (6) (2015)
Thomas Moranduzzo, Abdallah Zeggada, Farid Melgani
A fast screening method for detecting cars in UAV images over urban areas. JURSE (2015)
Edoardo Pasolli, Farid Melgani
Genetic algorithm-based method for mitigating label noise issue in ECG signal classification. Biomed. Signal Process. Control. 19 (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)
Thomas Moranduzzo, Farid Melgani
Monitoring structural damages in big industrial plants with UAV images. IGARSS (2014)
Naif Alajlan, Edoardo Pasolli, Farid Melgani, Andrea Franzoso
Large-Scale Image Classification Using Active Learning. IEEE Geosci. Remote. Sens. Lett. 11 (1) (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)
Edoardo Pasolli, Farid Melgani, Devis Tuia, Fabio Pacifici, William J. Emery
SVM Active Learning Approach for Image Classification Using Spatial Information. IEEE Trans. Geosci. Remote. Sens. 52 (4) (2014)
Thomas Moranduzzo, Farid Melgani
Detecting Cars in UAV Images With a Catalog-Based Approach. IEEE Trans. Geosci. Remote. Sens. 52 (10) (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, 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)
Thomas Moranduzzo, Farid Melgani
Car speed estimation method for UAV images. IGARSS (2014)
Thomas Moranduzzo, Farid Melgani
Automatic Car Counting Method for Unmanned Aerial Vehicle Images. IEEE Trans. Geosci. Remote. Sens. 52 (3) (2014)
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)
Luca Lorenzi, Grégoire Mercier, Farid Melgani
Adaptive basis pursuit compressive sensing reconstruction with histogram matching. IGARSS (2013)
Abdelhamid Daamouche, Farid Melgani, Naif Alajlan, Nicola Conci
Swarm Optimization of Structuring Elements for VHR Image Classification. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Luca Lorenzi, Farid Melgani, Grégoire Mercier
Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective. IEEE Trans. Geosci. Remote. Sens. 51 (7-1) (2013)
Edoardo Pasolli, Farid Melgani, Naif Alajlan, Nicola Conci
Optical Image Classification: A Ground-Truth Design Framework. IEEE Trans. Geosci. Remote. Sens. 51 (6-2) (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Farid Melgani