Farid Melgani
Orcid: 0000-0001-9745-3732
According to our database1,
Farid Melgani
authored at least 180 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For contributions to image analysis in remote sensing".
Timeline
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Online presence:
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Bibliography
2024
RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery.
Remote. Sens., May, 2024
A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism.
Comput., March, 2024
Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description.
Remote. Sens., February, 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Remote Sensing Analysis for Vegetation Assessment of a Large-Scale Constructed Wetland Treating Produced Water Polluted with Oil Hydrocarbons.
Remote. Sens., December, 2023
Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO.
Remote. Sens., March, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Bi-Modal Transformer-Based Approach for Visual Question Answering in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
New fusion frameworks including explicit weighting functions for the remaining useful life prognostics.
Expert Syst. Appl., 2022
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection.
Comput. Electron. Agric., 2022
Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks.
IEEE Access, 2022
Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Point-Based Weakly Supervised Learning for Object Detection in High Spatial Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Pattern Recognit., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Expert Syst. Appl., 2021
Classification between upper and lower motor neurons in amyotrophic lateral sclerosis patients by electromyographic processing and analysis.
Proceedings of the 10th International Symposium on Signal, Image, Video and Communications, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
CSVM Architectures for Pixel-Wise Object Detection in High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Sensors, 2020
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., 2020
Unsupervised Spectral-Spatial Feature Extraction With Generalized Autoencoder for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2020
Int. J. Comput. Appl. Technol., 2020
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines.
CoRR, 2020
Biomed. Signal Process. Control., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning.
Remote. Sens., 2019
High-Coverage Satellite-Based Coastal Bathymetry through a Fusion of Physical and Learning Methods.
Remote. Sens., 2019
Remote. Sens., 2019
Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett., 2019
Indoor object recognition in RGBD images with complex-valued neural networks for visually-impaired people.
Neurocomputing, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
ACM Trans. Multim. Comput. Commun. Appl., 2018
Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras.
Sensors, 2017
A Convolutional Neural Network Approach for Assisting Avalanche Search and Rescue Operations with UAV Imagery.
Remote. Sens., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Fast indoor scene description for blind people with multiresolution random projections.
J. Vis. Commun. Image Represent., 2017
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Inf. Sci., 2016
Expert Syst. Appl., 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Convolutional neural networks for near real-time object detection from UAV imagery in avalanche search and rescue operations.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
IEEE Trans. Circuits Syst. Video Technol., 2015
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Fusion of Extreme Learning Machine and Graph-Based Optimization Methods for Active Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2015
Toward an assisted indoor scene perception for blind people with image multilabeling strategies.
Expert Syst. Appl., 2015
Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach.
Biomed. Signal Process. Control., 2015
Genetic algorithm-based method for mitigating label noise issue in ECG signal classification.
Biomed. Signal Process. Control., 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Robust Estimation of Water Chlorophyll Concentrations With Gaussian Process Regression and IOWA Aggregation Operators.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods.
Signal Image Video Process., 2014
Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Comparison of different feature detectors and descriptors for car classification in UAV images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE Trans. Geosci. Remote. Sens., 2012
Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression.
IEEE Trans. Geosci. Remote. Sens., 2012
Fusion of supervised and unsupervised learning for improved classification of hyperspectral images.
Inf. Sci., 2012
Biomed. Signal Process. Control., 2012
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
IEEE Trans. Inf. Technol. Biomed., 2010
Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
IEEE Trans. Geosci. Remote. Sens., 2009
Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization.
IEEE Trans. Geosci. Remote. Sens., 2009
A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2009
Automatic Ground-Truth Validation With Genetic Algorithms for Multispectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2009
Swarm Intelligence Approach to Wavelet Design for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2009
A Pattern Recognition System for Extracting Buried Object Characteristics in GPR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization.
IEEE Trans. Inf. Technol. Biomed., 2008
Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle.
IEEE Trans. Geosci. Remote. Sens., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Estimating Biophysical Parameters from Remotely Sensed Imagery with Gaussian Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Genetic Automatic Ground-Truth Validation Method for Multispectral Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the Fourth International Conference on Natural Computation, 2008
Evolutionary Computation Approach to ECG Signal Classification.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
Image thresholding based on the EM algorithm and the generalized Gaussian distribution.
Pattern Recognit., 2007
Semi-supervised multitemporal classification with support vector machines and genetic algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
A multiobjective PSO inflation methodology for SVM regression with limited training samples.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Trans. Geosci. Remote. Sens., 2006
IEEE Trans. Geosci. Remote. Sens., 2006
Hierarchical ownership and deterministic watermarking of digital images via polynomial interpolation.
Signal Process. Image Commun., 2006
Pattern Recognit. Lett., 2006
Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery.
IEEE Geosci. Remote. Sens. Lett., 2006
Robust support vector regression for biophysical variable estimation from remotely sensed images.
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.
IEEE Geosci. Remote. Sens. Lett., 2006
J. Electronic Imaging, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2005
Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data.
IEEE Trans. Geosci. Remote. Sens., 2005
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Reconstruction of cloud-contaminated multitemporal optical images with a contextual prediction method.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
IEEE Trans. Geosci. Remote. Sens., 2004
Classification Of Multitemporal Remote-Sensing Images By A Fuzzy Fusion Of Spectral And Spatio-Temporal Contextual Information.
Int. J. Pattern Recognit. Artif. Intell., 2004
Estimation of biophysical parameters from optical remote-sensing images with high-order residues.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
Fusion of multitemporal contextual information by neural networks for multisensor remote sensing image classification.
Integr. Comput. Aided Eng., 2003
A residual-based technique for the estimation of biophysical parameters from remote-sensing images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
IEEE Trans. Geosci. Remote. Sens., 2002
A statistical approach to the fusion of spectral and spatio-temporal contextual information for the classification of remote-sensing images.
Pattern Recognit. Lett., 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2000
An explicit fuzzy supervised classification method for multispectral remote sensing images.
IEEE Trans. Geosci. Remote. Sens., 2000