| 2024 | IGARSS | Wetland Segmentation Method for UAV Multispectral Remote Sensing Images Based on SegFormer. | Pakezhamu Nuradili, Ji Zhou, Farid Melgani |
| 2023 | IGARSS | Robust Image Captioning with Post-Generation Ensemble Method. | Riccardo Ricci, Farid Melgani, Jos Marcato Junior, Wesley Nunes Gonalves |
| 2022 | IGARSS | Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. | Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen |
| 2021 | IGARSS | Captioning Changes in Bi-Temporal Remote Sensing Images. | Seloua Chouaf, Genc Hoxha, Youcef Smara, Farid Melgani |
| 2021 | IGARSS | Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. | Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen |
| 2021 | IGARSS | An Active Learning Strategy for SVM-Based Captioning. | Genc Hoxha, Farid Melgani |
| 2020 | IGARSS | Remote Sensing Image Captioning with SVM-Based Decoding. | Genc Hoxha, Farid Melgani |
| 2019 | IGARSS | Towards Generating Remote Sensing Images of the Far Past. | Mesay Belete Bejiga, Farid Melgani |
| 2019 | IGARSS | Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. | Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel |
| 2019 | IGARSS | Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN. | Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani |
| 2019 | IGARSS | Retrieving Images with Generated Textual Descriptions. | Genc Hoxha, Farid Melgani, Begm Demir |
| 2019 | IGARSS | Fully Convolutional SVM for Car Detection In Uav Imagery. | Youyou Li, Farid Melgani, Binbin He |
| 2018 | IGARSS | Gan-Based Domain Adaptation for Object Classification. | Mesay Belete Bejiga, Farid Melgani |
| 2018 | IGARSS | An Adversarial Approach to Cross-Sensor Hyperspectral Data Classification. | Mesay Belete Bejiga, Farid Melgani |
| 2017 | ICIP | A pool of deep models for event recognition. | Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Giulia Boato, Farid Melgani, Francesco G. B. De Natale |
| 2017 | IGARSS | Leaf development index estimation using UAV imagery for fighting apple scab. | Abdallah Zeggada, Alessandro Stella, Gennaro Caliendo, Farid Melgani, Maurizio Barazzuol, Nicola La Porta, Rino Goller |
| 2017 | IGARSS | Autoencoding approach to the cloud removal problem. | Salim Malek, Farid Melgani |
| 2017 | PSIVT | Complex-Valued Representation for RGB-D Object Recognition. | Rim Trabelsi, Issam Jabri, Farid Melgani, Fethi Smach, Nicola Conci, Ammar Bouallegue |
| 2016 | IGARSS | Multilabel classification of UAV images with Convolutional Neural Networks. | Abdallah Zeggada, Farid Melgani |
| 2016 | IGARSS | Convolutional neural networks for near real-time object detection from UAV imagery in avalanche search and rescue operations. | Mesay Belete Bejiga, Abdallah Zeggada, Farid Melgani |
| 2016 | IGARSS | Adaptive wave tracing for coastal bathymetry estimation. | Cline Danilo, Farid Melgani |
| 2015 | IGARSS | Sparse modeling of the land use classification problem. | Mohamed Lamine Mekhalfi, Farid Melgani |
| 2015 | IGARSS | LBP-based multiclass classification method for UAV imagery. | Thomas Moranduzzo, Mohamed Lamine Mekhalfi, Farid Melgani |
| 2014 | IGARSS | Car speed estimation method for UAV images. | Thomas Moranduzzo, Farid Melgani |
| 2014 | IGARSS | Monitoring structural damages in big industrial plants with UAV images. | Thomas Moranduzzo, Farid Melgani |
| 2013 | IGARSS | Comparison of different feature detectors and descriptors for car classification in UAV images. | Thomas Moranduzzo, Farid Melgani |
| 2013 | IGARSS | Adaptive basis pursuit compressive sensing reconstruction with histogram matching. | Luca Lorenzi, Grgoire Mercier, Farid Melgani |
| 2013 | IGARSS | Contextual genetic algorithm for compressive sensing reconstruction of VHR images. | Luca Lorenzi, Farid Melgani, Grgoire Mercier |
| 2012 | IGARSS | A SIFT-SVM method for detecting cars in UAV images. | Thomas Moranduzzo, Farid Melgani |
| 2012 | IGARSS | An approach for classifying large scale images. | Edoardo Pasolli, Farid Melgani |
| 2012 | IGARSS | Orthogonal matching pursuit for VHR image reconstruction. | Luca Lorenzi, Farid Melgani, Grgoire Mercier |
| 2012 | IGARSS | Some criteria to assess the reconstructability of shadow areas. | Luca Lorenzi, Farid Melgani, Grgoire Mercier |
| 2011 | IGARSS | Ground-truth assisted design for remote sensing image classification. | Edoardo Pasolli, Farid Melgani |
| 2011 | IGARSS | Gaussian process regression within an active learning scheme. | Edoardo Pasolli, Farid Melgani |
| 2011 | IGARSS | Improving active learning methods using spatial information. | Edoardo Pasolli, Farid Melgani, Devis Tuia, Fabio Pacifici, William J. Emery |
| 2011 | IGARSS | Multiresolution inpainting for reconstruction of missing data in VHR images. | Luca Lorenzi, Farid Melgani, Grgoire Mercier |
| 2010 | IGARSS | Model-based active learning for SVM classification of remote sensing images. | Edoardo Pasolli, Farid Melgani |
| 2010 | IGARSS | Semisupervised Gaussian process regression for biophysical parameter estimation. | Yakoub Bazi, Farid Melgani |
| 2009 | IGARSS | Swarm Intelligence for Unsupervised Classification of Hyperspectral Images. | Andrea Paoli, Farid Melgani, Edoardo Pasolli |
| 2009 | IGARSS | A Pattern Recognition System for Extracting Buried Object Characteristics in GPR Images. | Edoardo Pasolli, Farid Melgani, Massimo Donelli |
| 2009 | IGARSS | A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images. | Yakoub Bazi, Farid Melgani |
| 2009 | IGARSS | An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images. | Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari |
| 2009 | IGARSS | Optimizing Wavelets for Hyperspectral Image Classification. | Abdelhamid Daamouche, Farid Melgani, Latifa Hamami |
| 2008 | ICNC | Semi-Supervised Learning Based Color Iris Recognition. | Caitang Sun, Farid Melgani, Chunguang Zhou, Francesco G. B. De Natale, Libiao Zhang, Xiangdong Liu |
| 2008 | IGARSS | Estimating Biophysical Parameters from Remotely Sensed Imagery with Gaussian Processes. | Luca Pasolli, Farid Melgani, Enrico Blanzieri |
| 2008 | IGARSS | Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines. | Edoardo Pasolli, Farid Melgani, Massimo Donelli, Redha Attoui, Mariette de Vos |
| 2008 | IGARSS | Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes. | Yakoub Bazi, Farid Melgani |
| 2008 | IGARSS | A Genetic Automatic Ground-Truth Validation Method for Multispectral Remote Sensing Images. | Noureddine Ghoggali, Farid Melgani |
| 2007 | IGARSS | A multiobjective PSO inflation methodology for SVM regression with limited training samples. | Yakoub Bazi, Farid Melgani |
| 2007 | IGARSS | Cloud-contaminated image reconstruction with contextual spatio-spectral information. | Souad Benabdelkader, Farid Melgani, Mohammed Boulemden |
| 2007 | IGARSS | Semi-supervised multitemporal classification with support vector machines and genetic algorithms. | Noureddine Ghoggali, Farid Melgani |
| 2006 | IGARSS | Robust Unsupervised Change Detection with Markov Random Fields. | Farid Melgani, Yakoub Bazi |
| 2005 | ICIP | Hierarchical deterministic image watermarking via polynomial interpolation. | Giulia Boato, Claudio Fontanari, Farid Melgani |
| 2005 | IGARSS | Reconstruction of cloud-contaminated multitemporal optical images with a contextual prediction method. | Farid Melgani |
| 2005 | IGARSS | A near-lossless spread spectrum watermarking technique for remote sensing imagery. | Farid Melgani, Redha Benzid |
| 2004 | IGARSS | Estimation of biophysical parameters from optical remote-sensing images with high-order residues. | Farid Melgani, Lorenzo Bruzzone |
| 2004 | IGARSS | An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution. | Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani |
| 2004 | IGARSS | A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines. | Lorenzo Bruzzone, Lorenzo Carlin, Farid Melgani |
| 2003 | IGARSS | A residual-based technique for the estimation of biophysical parameters from remote-sensing images. | Farid Melgani, Lorenzo Bruzzone |
| 2003 | IGARSS | A data fusion approach to unsupervised change detection. | Lorenzo Bruzzone, Farid Melgani |
| 2003 | IGARSS | An advanced classification system based on the back-propagation of consensus. | Lorenzo Bruzzone, Farid Melgani |
| 2002 | IGARSS | Support vector machines for classification of hyperspectral remote-sensing images. | Farid Melgani, Lorenzo Bruzzone |
| 2002 | IGARSS | Partially supervised detection of changes from remote sensing images. | Gabriele Moser, Farid Melgani, Sebastiano Bruno Serpico, Alessandro Caruso |