Farid Melgani

Orcid: 0000-0001-9745-3732

According to our database1, Farid Melgani authored at least 182 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to image analysis in remote sensing".

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2024
A Novel Hybrid Deep-Learning Approach for Flood-Susceptibility Mapping.
Remote. Sens., October, 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

NLP-Based Fusion Approach to Robust Image Captioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Wetland Segmentation Method for UAV Multispectral Remote Sensing Images Based on SegFormer.
Proceedings of the IGARSS 2024, 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

CapERA: Captioning Events in Aerial Videos.
Remote. Sens., April, 2023

Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO.
Remote. Sens., March, 2023

Improving Image Captioning Systems With Postprocessing Strategies.
IEEE Trans. Geosci. Remote. Sens., 2023

Visual Question Generation From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Robust Image Captioning with Post-Generation Ensemble Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
A Novel SVM-Based Decoder for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2022

Change Captioning: A New Paradigm for Multitemporal Remote Sensing Image Analysis.
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

Multilanguage Transformer for Improved Text to Remote Sensing Image Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing.
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

NMF with feature relationship preservation penalty term for clustering problems.
Pattern Recognit., 2021

Improving Text Encoding for Retro-Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2021

A deep neural network approach to QRS detection using autoencoders.
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

An Active Learning Strategy for SVM-Based Captioning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Captioning Changes in Bi-Temporal Remote Sensing Images.
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

Toward Remote Sensing Image Retrieval Under a Deep Image Captioning Perspective.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Vision System for Automatic On-Tree Kiwifruit Counting and Yield Estimation.
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

Smart grid resources allocation using smart genetic heuristic.
Int. J. Comput. Appl. Technol., 2020

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines.
CoRR, 2020

Feature selection algorithm based on PDF/PMF area difference.
Biomed. Signal Process. Control., 2020

Remote Sensing Image Captioning with SVM-Based Decoding.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Retro-Remote Sensing: Generating Images From Ancient Texts.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Capsule Networks for Object Detection in UAV Imagery.
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

Domain Adversarial Neural Networks for Large-Scale Land Cover Classification.
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

Fully Convolutional SVM for Car Detection In Uav Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Retrieving Images with Generated Textual Descriptions.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN.
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

Towards Generating Remote Sensing Images of the Far Past.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Ensemble of Deep Models for Event Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2018

Spatial and Structured SVM for Multilabel Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Convolutional SVM Networks for Object Detection in UAV Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Multilabel Conditional Random Field Classification for UAV Images.
IEEE Geosci. Remote. Sens. Lett., 2018

An Adversarial Approach to Cross-Sensor Hyperspectral Data Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Gan-Based Domain Adaptation for Object Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Domain Adaptation Network for Cross-Scene Classification.
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

A Deep Learning Approach to UAV Image Multilabeling.
IEEE Geosci. Remote. Sens. Lett., 2017

Fast indoor scene description for blind people with multiresolution random projections.
J. Vis. Commun. Image Represent., 2017

Complex-Valued Representation for RGB-D Object Recognition.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

Multilabeling UAV images with Autoencoder networks.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Leaf development index estimation using UAV imagery for fighting apple scab.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Autoencoding approach to the cloud removal problem.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A pool of deep models for event recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Wave Period and Coastal Bathymetry Using Wave Propagation on Optical Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Three-Layer Convex Network for Domain Adaptation in Multitemporal VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Deep learning approach for active classification of electrocardiogram signals.
Inf. Sci., 2016

Recovering the sight to blind people in indoor environments with smart technologies.
Expert Syst. Appl., 2016

Multilabel classification of UAV images with Convolutional Neural Networks.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Adaptive wave tracing for coastal bathymetry estimation.
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
Multiclass Coarse Analysis for UAV Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

A Compressive Sensing Approach to Describe Indoor Scenes for Blind People.
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

Land-Use Classification With Compressive Sensing Multifeature Fusion.
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

A fast screening method for detecting cars in UAV images over urban areas.
Proceedings of the Joint Urban Remote Sensing Event, 2015

LBP-based multiclass classification method for UAV imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Sparse modeling of the land use classification problem.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
SVM Active Learning Approach for Image Classification Using Spatial Information.
IEEE Trans. Geosci. Remote. Sens., 2014

Detecting Cars in UAV Images With a Catalog-Based Approach.
IEEE Trans. Geosci. Remote. Sens., 2014

Automatic Car Counting Method for Unmanned Aerial Vehicle Images.
IEEE Trans. Geosci. Remote. Sens., 2014

Efficient Framework for Palm Tree Detection in UAV Images.
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

Large-Scale Image Classification Using Active Learning.
IEEE Geosci. Remote. Sens. Lett., 2014

Monitoring structural damages in big industrial plants with UAV images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Car speed estimation method for UAV images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Optical Image Classification: A Ground-Truth Design Framework.
IEEE Trans. Geosci. Remote. Sens., 2013

Assessing the Reconstructability of Shadow Areas in VHR Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective.
IEEE Trans. Geosci. Remote. Sens., 2013

Using OWA Fusion Operators for the Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Support Vector Regression With Kernel Combination for Missing Data Reconstruction.
IEEE Geosci. Remote. Sens. Lett., 2013

Swarm Optimization of Structuring Elements for VHR Image Classification.
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

Contextual genetic algorithm for compressive sensing reconstruction of VHR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Adaptive basis pursuit compressive sensing reconstruction with histogram matching.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Active Learning Methods for Biophysical Parameter Estimation.
IEEE Trans. Geosci. Remote. Sens., 2012

A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images.
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

A wavelet optimization approach for ECG signal classification.
Biomed. Signal Process. Control., 2012

SVR active learning for product quality control.
Proceedings of the 11th International Conference on Information Science, 2012

An approach for classifying large scale images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A SIFT-SVM method for detecting cars in UAV images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Some criteria to assess the reconstructability of shadow areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Orthogonal matching pursuit for VHR image reconstruction.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Support Vector Machine Active Learning Through Significance Space Construction.
IEEE Geosci. Remote. Sens. Lett., 2011

Inpainting Strategies for Reconstruction of Missing Data in VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Improving active learning methods using spatial information.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Gaussian process regression within an active learning scheme.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Ground-truth assisted design for remote sensing image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Multiresolution inpainting for reconstruction of missing data in VHR images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Active Learning Methods for Electrocardiographic Signal Classification.
IEEE Trans. Inf. Technol. Biomed., 2010

Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods.
IEEE Trans. Geosci. Remote. Sens., 2010

Gaussian Process Approach to Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2010

Gaussian Process Approach to Buried Object Size Estimation in GPR Images.
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

Model-based active learning for SVM classification of remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Semisupervised Gaussian process regression for biophysical parameter estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Automatic Analysis of GPR Images: A Pattern-Recognition Approach.
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

Swarm Intelligence for Unsupervised Classification of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Optimizing Wavelets for Hyperspectral Image Classification.
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

Genetic SVM Approach to Semisupervised Multitemporal Classification.
IEEE Geosci. Remote. Sens. Lett., 2008

Contextual Spatiospectral Postreconstruction of Cloud-Contaminated Images.
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

Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Semi-Supervised Learning Based Color Iris Recognition.
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
Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation.
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

Cloud-contaminated image reconstruction with contextual spatio-spectral information.
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
Contextual reconstruction of cloud-contaminated multitemporal multispectral images.
IEEE Trans. Geosci. Remote. Sens., 2006

Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2006

Hierarchical ownership and deterministic watermarking of digital images via polynomial interpolation.
Signal Process. Image Commun., 2006

Cell algorithms with data inflation for non-parametric classification.
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

Robust image binarization with ensembles of thresholding algorithms.
J. Electronic Imaging, 2006

Robust Unsupervised Change Detection with Markov Random Fields.
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

A near-lossless spread spectrum watermarking technique for remote sensing imagery.
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

Hierarchical deterministic image watermarking via polynomial interpolation.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Classification of hyperspectral remote sensing images with support vector machines.
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
A Markov random field approach to spatio-temporal contextual image classification.
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

An advanced classification system based on the back-propagation of consensus.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A data fusion approach to unsupervised change detection.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Multisource data classification with dependence trees.
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

Partially supervised detection of changes from remote sensing images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Support vector machines for classification of hyperspectral remote-sensing images.
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


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