Imed Riadh Farah

发表

Improving Spatiotemporal Change Detection: A High Level Fusion Approach for Discovering Uncertain Knowledge from Satellite Image Database

Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaa, 2009 .

Classification of hyperspectral images based on progressive bands selection and eigenmaps techniques

Imed Riadh Farah, Akrem Sellami, 2015 .

A non-stationary NDVI time series modelling using triplet Markov chain

Vincent Barra, Mohamed Farah, Imed Riadh Farah, 2019, International Journal of Information and Decision Sciences.

Multiapproach System Based on Fusion of Multispectral Images for Land-Cover Classification

Mohamed Ben Ahmed, Wadii Boulila, Imed Riadh Farah, 2008, IEEE Transactions on Geoscience and Remote Sensing.

A Probabilistic Collocation Method for the Imperfection Propagation: Application to Land Cover Change Prediction

Wadii Boulila, Imed Riadh Farah, Amine Bouatay, 2014, J. Multim. Process. Technol..

Deep Semantic Feature Detection from Multispectral Satellite Images

Imed Riadh Farah, Myriam Lamolle, Hanen Balti, 2019, KDIR.

Can we automatically choose best uncertainty heuristics for large margin active learning?

Philippe Lagacherie, Imed Riadh Farah, Jean-Stéphane Bailly, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A review of the contribution of large margin active learning to hyperspectral image classification

Philippe Lagacherie, Imed Riadh Farah, Nesrine Chehata, 2014 .

Case-Based Reasoning: Problems And Importance Of Similarity Measure

Imed Riadh Farah, Basel Solaiman, Makram Mestiri, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Monitoring intra-urban changes with Hidden Markov Models using the spatial relationships

Vincent Barra, Imed Riadh Farah, Akrem Sellami, 2012 .

A CLASS-OUTLIER APPROACH FOR ENVIRONNEMENTAL MONITORING USING UAV HYPERSPECTRAL IMAGES

Imed Riadh Farah, Salim Hemissi, 2015 .

Soft classification of hyperspectral images via multi-label learning

Imed Riadh Farah, Salim Hemissi, 2015, IGARSS 2015.

Multi-Spectro-Temporal Analysis of Hyperspectral Imagery Based on 3-D Spectral Modeling and Multilinear Algebra

Imed Riadh Farah, Bassel Solaiman, Karim Saheb Ettabaâ, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Non-stationary and unequally spaced NDVI time series analyses by the LSWAVE software

Ebrahim Ghaderpour, Imed Riadh Farah, Ali Ben Abbes, 2020, International Journal of Remote Sensing.

Isotropic Total Variation Minimization for Sub-Pixel Mapping

Imed Riadh Farah, Daniele Picone, Mauro Dalla Mura, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

A Feature Selection-Based Method for an Ontological Enrichment Process in Geographic Knowledge Modelling

Imed Riadh Farah, Mohamed Farah, Hafedh Nefzi, 2017 .

Big data and IoT-based applications in smart environments: A systematic review

Imed Romdhani, Wadii Boulila, Imed Riadh Farah, 2021, Comput. Sci. Rev..

A novel decision support system for the interpretation of remote sensing big data

Amir Hussain, Wadii Boulila, Imed Riadh Farah, 2018, Earth Science Informatics.

A comparison of big remote sensing data processing with Hadoop MapReduce and Spark

Wadii Boulila, Imed Riadh Farah, Myriam Lamolle, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Rare events detection in NDVI time-series using Jarque-Bera test

Vincent Barra, Imed Riadh Farah, Houcine Essid, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

On the effects of vegetation on radar backscattering

Imed Riadh Farah, Ibtissem Hosni, Lilia Bennaceur Farah, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Suspicious Local Event Detection in Social Media and Remote Sensing: Towards a Geosocial Dataset Construction

Mohamed Farah, Imed Riadh Farah, Marwen Bouabid, 2020, ATSIP.

Development of a neural network based algorithm for multi-scale roughness~parameters of In6S7 semiconductucting compound.

Imed Riadh Farah, Raouf Bennaceur, Lilia Bennaceur Farah, 2007 .

TLDCNN: A Triplet Low Dimensional Convolutional Neural Networks For High-Resolution Remote Sensing Image Retrieval

Mohamed Farah, Imed Riadh Farah, Yaakoub Boualleg, 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

Towards an ontological conceptualization for understanding the dynamics of spatio-temporal objects

Imed Riadh Farah, Fethi Ghazouani, Wassim Messaoudi, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Evaluation and predictability of water erosion based on spectral information analysis

Imed Riadh Farah, Zouhaier Ben Rabah, I. Farah, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Parameter and structural model imperfection propagation using evidence theory in land cover change prediction

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2014, International Image Processing, Applications and Systems Conference.

A non-stationary NDVI time series modelling using triplet Markov chain

Vincent Barra, Mohamed Farah, Imed Riadh Farah, 2019 .

Satellite image analysis based on the method of blind separation of sources for the extraction of information

Mohamed Ben Ahmed, Imed Riadh Farah, 2002, IEEE International Geoscience and Remote Sensing Symposium.

A critical analysis of lifecycles and methods for ontology construction and evaluation

Mohamed Farah, Imed Riadh Farah, Bassel Solaiman, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model

Wadii Boulila, Imed Riadh Farah, Zouhayra Ayadi, 2017, J. Comput. Sci..

Efficient multi-temporal hyperspectral signatures classification using a Gaussian-Bernoulli RBM based approach

Imed Riadh Farah, S. Hemissi, 2016, Pattern Recognition and Image Analysis.

A New Method to Change Illumination Effect Reduction Based on Spectral Angle Constraint for Hyperspectral Image Unmixing

Imed Riadh Farah, Bassel Solaiman, Grégoire Mercier, 2011, IEEE Geoscience and Remote Sensing Letters.

A new ontology for semantic annotation of remotely sensed images

Imed Riadh Farah, Bassel Solaiman, Wassim Messaoudi, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Deep Learning Analysis for Big Remote Sensing Image Classification

Imed Riadh Farah, Myriam Lamolle, Nedra Mellouli, 2019, KDIR.

Remote Sensing Scene Classification Using Convolutional Features and Deep Forest Classifier

Mohamed Farah, Imed Riadh Farah, Yaakoub Boualleg, 2019, IEEE Geoscience and Remote Sensing Letters.

A Multi-Level Semantic Scene Interpretation Strategy for Change Interpretation in Remote Sensing Imagery

Imed Riadh Farah, Basel Solaiman, Fethi Ghazouani, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Towards an uncertainty reduction framework for land-cover change prediction using possibility theory

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2017, Vietnam Journal of Computer Science.

Designing Human Brain Interface Model for Interactive Cognitive Learning in an Immersive System with Neurofeedback

Imed Riadh Farah, Khadhar Meriem, Mestiri Makram, 2018, 2018 International Conference on Intelligent Systems (IS).

Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection

Wadii Boulila, Imed Riadh Farah, Zouhayra Ayadi, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Parcel-Based Active Learning for Large Extent Cultivated Area Mapping

Philippe Lagacherie, Imed Riadh Farah, Jean-Stéphane Bailly, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Imagery Semantic Interpretation Based on Adaptive Constrained Band Selection and Knowledge Extraction Techniques

Mohamed Farah, Imed Riadh Farah, Basel Solaiman, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Watermarking System Using the Wavelet Technique for Satellite Images

Imed Riadh Farah, I. B. Ismail, M. B. Ahmed, 2008 .

A review of drought monitoring using remote sensing and data mining methods

Tsegaye Tadesse, Imed Riadh Farah, Mohammad Taghi Sattari, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2015, ICCCI.

Rate-Invariant Modeling in Lie Algebra for Activity Recognition

Hassen Drira, Imed Riadh Farah, Makram Mestiri, 2020, Electronics.

Satellite Image Retrieval Based On Ontology Merging

Imed Riadh Farah, Basel Solaiman, Wassim Messaoudi, 2010 .

Multi-Approach Satellite Images Fusion Based on Blind Sources Separation

Wadii Boulila, Imed Riadh Farah, 2011, Int. J. Image Graph..

Combining Decision Fusion and Uncertainty Propagation to Improve Land Cover Change Prediction in Satellite Image Databases

Wadii Boulila, Imed Riadh Farah, Bassel Solaiman, 2011, J. Multim. Process. Technol..

A Spatial Hypergraph Based Semi-Supervised Band Selection Method for Hyperspectral Imagery Semantic Interpretation

Imed Riadh Farah, Akrem Sellami, I. Farah, 2016 .

Graph of visual words for semantic annotation of remote sensing images

Mohamed Farah, Imed Riadh Farah, Khitem Amiri, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Interpretation of Multisensor Remote Sensing Images: Multiapproach Fusion of Uncertain Information

Mohamed Ben Ahmed, Wadii Boulila, Imed Riadh Farah, 2008, IEEE Transactions on Geoscience and Remote Sensing.

A GRAPH BASED MODEL FOR SUB-PIXEL OBJECTS RECOGNITION

Imed Riadh Farah, Bouthayna Msellmi, Zouhaier Ben Rabah, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

An adaptive semantic dimensionality reduction approach for hyperspectral imagery classification

Imed Riadh Farah, Akrem Sellami, Rawaa Hamdi, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

High level adaptive fusion approach: application to land cover change prediction in satellite image databases

Wadii Boulila, Imed Riadh Farah, Bassel Solaiman, 2012, SAC '12.

Big Data: Concepts, Challenges and Applications

Wadii Boulila, Imed Riadh Farah, Imen Chebbi, 2015, ICCCI.

A Multi-features Fusion of Multi-temporal Hyperspectral Images using a Cooperative GDD/SVM Method

Imed Riadh Farah, Selim Hemissi, I. Farah, 2013, ICPRAM.

An Approach for Imperfection Propagation: Application to Land Cover Change Prediction

Wadii Boulila, Imed Riadh Farah, Amine Bouatay, 2014, ICAISC.

Spatio-Temporal Modeling for Knowledge Discovery in Satellite Image Databases

Henda Hajjami Ben Ghézala, Wadii Boulila, Imed Riadh Farah, 2010, CORIA.

Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification

Vincent Barra, Imed Riadh Farah, Akrem Sellami, 2020, Pattern Recognit. Lett..

Sub-pixel Mapping Method based on Total Variation Minimization and Spectral Dictionary

Imed Riadh Farah, Mauro Dalla Mura, Bouthayna Msellmi, 2020, 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

A data-noise tolerant method for multi-temporal hyperspectral images classification

Imed Riadh Farah, Selim Hemissi, I. Farah, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

An improved classification of hyperspectral imaging based on spectral signature and gray level co-occurrence matrix

Imed Riadh Farah, Fedia Ghedass, I. Farah, 2015, SAGEO.

Toward a Multi-temporal Approach for Satellite Image Interpretation

Mohamed Ben Ahmed, Imed Riadh Farah, Karim Saheb Ettabaâ, 2008, Int. Arab J. Inf. Technol..

Wavelet Transform Application for/in Non-Stationary Time-Series Analysis: A Review

Imed Riadh Farah, Manel Rhif, Beatriz Martínez, 2019, Applied Sciences.

Qualitative semantic spatio-temporal reasoning based on description logics for modeling dynamics of spatio-temporal objects in satellite images

Imed Riadh Farah, Bassel Solaiman, Fethi Ghazouani, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Piecewise Horizontal 3D Roof Reconstruction from Aerial Lidar

Imed Riadh Farah, Bruno Vallet, Slim Namouchi, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Performance investigation of selected NoSQL databases for massive remote sensing image data storage

Imed Riadh Farah, Yosra Hajjaji, I. Farah, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Propagating aleatory and epistemic uncertainty in land cover change prediction process

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2017, Ecol. Informatics.

A robust Evidential Fisher Discriminant for multi-temporal hyperspectral images classification

Imed Riadh Farah, Bassel Solaiman, Karim Saheb Ettabaâ, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Super-resolution algorithm based on sub-pixels spatial Correlation for hyperspectral image classification

Imed Riadh Farah, Bouthayna Msellmi, Zouhaier Ben Rabah, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

An Adaptive Dimensionality Reduction Approach for Hyperspectral Imagery Semantic Interpretation

Imed Riadh Farah, Basel Solaiman, Akrem Sellami, 2017 .

Reducing uncertainties in land cover change models using sensitivity analysis

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2018, Knowledge and Information Systems.

Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features

Imed Riadh Farah, Hazem Wannous, Manel Rhif, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

A Semi-automatic Mapping Selection in the Ontology Alignment Process

Mohamed Farah, Imed Riadh Farah, Bassel Solaiman, 2014, KEOD.

Uncertainty heuristics of large margin active learning for hyperspectral image classification

Philippe Lagacherie, Imed Riadh Farah, Nesrine Chehata, 2014, International Image Processing, Applications and Systems Conference.

An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2013, KDIR/KMIS.

A study of changes prediction by HMM with non-stationarity image data: Case of urban area

Vincent Barra, Imed Riadh Farah, Houcine Essid, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Towards a new ontology matching approach based on multi-criteria analysis methods

Mohamed Farah, Imed Riadh Farah, Basel Solaiman, 2014, International Image Processing, Applications and Systems Conference.

Toward a semi-automatic interpretation of scenes issued from multisensor satellite images

Mohamed Ben Ahmed, Imed Riadh Farah, Karim Saheb Ettabaâ, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection

Mohamed Farah, Imed Riadh Farah, Basel Solaiman, 2019, Expert Syst. Appl..

Analyzing and Dynamic Modeling of Molecular Interactions Networks Based on Multi-agent Systems

Mohamed Ben Ahmed, Imed Riadh Farah, Ines Hamdi, 2007, BIOCOMP.

Analysing spatial-temporal data based on generic GIS

Imed Riadh Farah, Ines Hamdi, Mohmed B. Ahmed, 2005, The 3rd ACS/IEEE International Conference onComputer Systems and Applications, 2005..

Multi-approach system based on multi-sensors fusion for land cover classification

Mohamed Ben Ahmed, Wadii Boulila, Imed Riadh Farah, 2008 .

A BIG REMOTE SENSING DATA ANALYSIS USING DEEP LEARNING FRAMEWORK

Imed Riadh Farah, Myriam Lamolle, Hanen Balti, 2019 .

Fuzzy Spatio-Spectro-Temporal Ontology for Remote Sensing Image Annotation and Interpretation: Application to Natural Risks Assessment

Mohamed Farah, Imed Riadh Farah, Wassim Messaoudi, 2019, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Using evidence theory in land cover change prediction to model imperfection propagation with correlated inputs parameters

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2015, 2015 7th International Joint Conference on Computational Intelligence (IJCCI).

Fuzzy hypergraph of concepts for semantic annotation of remotely sensed images

Mohamed Farah, Imed Riadh Farah, Khitem Amiri, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Semantic Remote Sensing Scenes Interpretation and Change Interpretation

Imed Riadh Farah, Basel Solaiman, Fethi Ghazouani, 2018 .

Prediction of land use/land cover change methods: A study

Imed Riadh Farah, Houcine Essid, Oumayma Bounouh, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Interesting spatiotemporal rules discovery: application to remotely sensed image databases

Wadii Boulila, Imed Riadh Farah, B. Solaiman, 2011 .

Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37]

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2018, Ecological Informatics.

Improvement of satellite image classification: Approach based on Hadoop/MapReduce

Wadii Boulila, Imed Riadh Farah, Imen Chebbi, 2016, 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

A review of drought monitoring with big data: Issues, methods, challenges and research directions

Imed Riadh Farah, Myriam Lamolle, Hanen Balti, 2020, Ecol. Informatics.

Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation

Wadii Boulila, Imed Riadh Farah, Ahlem Ferchichi, 2015, IJCCI.

Virtual and Augmented Reality in the Valuation of the Tunisian Cultural Heritage: Application to Thysdrus (ElJem) Amphitheater

Imed Riadh Farah, Khadhar Meriem, Mestiri Makram, 2018, 2018 International Conference on Intelligent Systems (IS).

A Multi-level Ontological Approach for Change Monitoring in Remotely Sensed Imagery

Imed Riadh Farah, Fethi Ghazouani, Wassim Messaoudi, 2015, KEOD.

Mohamed Farah, Imed Riadh Farah, Hafed Nefzi, 2016, Comput. Geosci..

A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing

Wadii Boulila, Imed Riadh Farah, Zouhayra Ayadi, 2021, KES.

An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods