Farid Melgani: search on Z-Library

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1

Computer vision-based phenotyping for improvement of plant productivity: A machine learning perspective

Mochida, Keiichi, Koda, Satoru, Inoue, Komaki, Hirayama, Takashi, Tanaka, Shojiro, Nishii, Ryuei, Melgani, Farid

Journal:

Year:

2018

Language:

english

File:

PDF, 763 KB

english, 2018

2

Local SVM approaches for fast and accurate classification of remote-sensing images

Segata, Nicola, Pasolli, Edoardo, Melgani, Farid, Blanzieri, Enrico

Journal:

International Journal of Remote Sensing

Year:

2012

Language:

english

File:

PDF, 237 KB

english, 2012

3

A wavelet optimization approach for ECG signal classification

Abdelhamid Daamouche, Latifa Hamami, Naif Alajlan, Farid Melgani

Journal:

Biomedical Signal Processing and Control

Year:

2012

Language:

english

File:

PDF, 482 KB

english, 2012

4

SVM Active Learning Approach for Image Classification Using Spatial Information

Pasolli, Edoardo, Melgani, Farid, Tuia, Devis, Pacifici, Fabio, Emery, William J.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 3.22 MB

english, 2014

5

Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images

Bazi, Yakoub, Alajlan, Naif, Melgani, Farid, AlHichri, Haikel, Malek, Salim, Yager, Ronald R.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2014

Language:

english

File:

PDF, 219 KB

english, 2014

6

Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns

Roy, Moumita, Melgani, Farid, Ghosh, Ashish, Blanzieri, Enrico, Ghosh, Susmita

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2015

Language:

english

File:

PDF, 548 KB

english, 2015

7

Spatial contextual Gaussian process learning for remote-sensing image classification

Hassouna, Houda, Melgani, Farid, Mokhtari, Zouhir

Journal:

Remote Sensing Letters

Year:

2015

Language:

english

File:

PDF, 583 KB

english, 2015

8

Using convolutional features and a sparse autoencoder for land-use scene classification

Othman, Esam, Bazi, Yakoub, Alajlan, Naif, Alhichri, Haikel, Melgani, Farid

Journal:

International Journal of Remote Sensing

Year:

2016

Language:

english

File:

PDF, 3.74 MB

english, 2016

9

One-dimensional convolutional neural networks for spectroscopic signal regression

Malek, Salim, Melgani, Farid, Bazi, Yakoub

Journal:

Journal of Chemometrics

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

10

Ensemble of Deep Models for Event Recognition

Ahmad, Kashif, Mekhalfi, Mohamed Lamine, Conci, Nicola, Melgani, Farid, Natale, Francesco De

Journal:

ACM Transactions on Multimedia Computing Communications and Applications

Year:

2018

Language:

english

File:

PDF, 13.29 MB

english, 2018

11

[IEEE 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) - Tunis, Tunisia (2020.3.9-2020.3.11)] 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) - Deep Learning Approach For Post-Flood Soil Deformation Mapping Using Insar Data

Chaabani, Chayma, Abdelfattah, Riadh, Melgani, Farid

Year:

2020

File:

PDF, 120 KB

2020

12

Fusion of multitemporal contextual information by neural networks for multisensor remote sensing image classification

Melgani, Farid, Serpico, Sebastiano B., Vernazza, Gianni

Journal:

Integrated Computer-Aided Engineering

Year:

2003

File:

PDF, 163 KB

2003

13

Image thresholding based on the EM algorithm and the generalized Gaussian distribution

Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani

Journal:

Pattern Recognition

Year:

2007

Language:

english

File:

PDF, 590 KB

english, 2007

14

A statistical approach to the fusion of spectral and spatio-temporal contextual information for the classification of remote-sensing images

Farid Melgani, Sebastiano B. Serpico

Journal:

Pattern Recognition Letters

Year:

2002

Language:

english

File:

PDF, 375 KB

english, 2002

15

Cell algorithms with data inflation for non-parametric classification

Alessandro Palau, Farid Melgani, Sebastiano B. Serpico

Journal:

Pattern Recognition Letters

Year:

2006

Language:

english

File:

PDF, 378 KB

english, 2006

16

Active learning for spectroscopic data regression

Fouzi Douak, Farid Melgani, Naif Alajlan, Edoardo Pasolli, Yakoub Bazi, Nabil Benoudjit

Journal:

Journal of Chemometrics

Year:

2012

Language:

english

File:

PDF, 649 KB

english, 2012

17

A robust regression approach for spectrophotometric signal analysis

Leila Douha, Nabil Benoudjit, Farid Melgani

Journal:

Journal of Chemometrics

Year:

2012

Language:

english

File:

PDF, 140 KB

english, 2012

18

SPIE Proceedings [SPIE International Symposium on Remote Sensing - Crete, Greece (Monday 23 September 2002)] Image and Signal Processing for Remote Sensing VIII - Comparison of feature reduction techniques for classification of hyperspectral remote sensing data

Serpico, Sebastiano B., D'Inca, Massimo, Melgani, Farid, Moser, Gabriele, Serpico, Sebastiano B.

Year:

2003

Language:

english

File:

PDF, 647 KB

english, 2003

19

Kernel ridge regression with active learning for wind speed prediction

Fouzi Douak, Farid Melgani, Nabil Benoudjit

Journal:

Year:

2013

Language:

english

File:

PDF, 969 KB

english, 2013

20

Using OWA Fusion Operators for the Classification of Hyperspectral Images

Alajlan, Naif, Bazi, Yakoub, AlHichri, Haikel S., Melgani, Farid, Yager,

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 3.08 MB

english, 2013

21

Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective

Lorenzi, Luca, Melgani, Farid, Mercier, Gregoire

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 2.17 MB

english, 2013

22

Optical Image Classification: A Ground-Truth Design Framework

Pasolli, Edoardo, Melgani, Farid, Alajlan, Naif, Conci, Nicola

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 3.46 MB

english, 2013

23

Assessing the Reconstructability of Shadow Areas in VHR Images

Lorenzi, Luca, Melgani, Farid, Mercier, Gregoire, Bazi, Yakoub

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 1.70 MB

english, 2013

24

[IEEE IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium - Munich, Germany (2012.07.22-2012.07.27)] 2012 IEEE International Geoscience and Remote Sensing Symposium - Some criteria to assess the reconstructability of shadow areas

Lorenzi, Luca, Melgani, Farid, Mercier, Gregoire

Year:

2012

Language:

english

File:

PDF, 380 KB

english, 2012

25

Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods

Naif Alajlan, Yakoub Bazi, Farid Melgani, Salim Malek…

Journal:

Signal, Image and Video Processing

Year:

2014

Language:

english

File:

PDF, 549 KB

english, 2014

26

[IEEE IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium - Munich, Germany (2012.07.22-2012.07.27)] 2012 IEEE International Geoscience and Remote Sensing Symposium - A SIFT-SVM method for detecting cars in UAV images

Moranduzzo, Thomas, Melgani, Farid

Year:

2012

Language:

english

File:

PDF, 242 KB

english, 2012

27

Active Learning Methods for Biophysical Parameter Estimation

Pasolli, Edoardo, Melgani, Farid, Alajlan, Naif, Bazi, Yakoub

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 1.40 MB

english, 2012

28

SPIE Proceedings [SPIE Remote Sensing - Maspalomas, Canary Islands, Spain (Monday 13 September 2004)] Image and Signal Processing for Remote Sensing X - Change detection in multitemporal SAR images based on generalized Gaussian distribution and EM algorithm

Bazi, Yakoub, Bruzzone, Lorenzo, Melgani, Farid, Bruzzone, Lorenzo

Year:

2004

Language:

english

File:

PDF, 350 KB

english, 2004

29

Automatic Car Counting Method for Unmanned Aerial Vehicle Images

Moranduzzo, Thomas, Melgani, Farid

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 2.24 MB

english, 2014

30

Large-Scale Image Classification Using Active Learning

Alajlan, Naif, Pasolli, Edoardo, Melgani, Farid, Franzoso, Andrea

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2014

Language:

english

File:

PDF, 505 KB

english, 2014

31

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Model-based active learning for SVM classification of remote sensing images

Pasolli, Edoardo, Melgani, Farid

Year:

2010

Language:

english

File:

PDF, 215 KB

english, 2010

32

[IEEE IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Boston, MA, USA (2008.07.7-2008.07.11)] IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines

Pasolli, Edoardo, Melgani, Farid, Donelli, Massimo, Attoui, Redha, de Vos, Mariette

Year:

2008

Language:

english

File:

PDF, 338 KB

english, 2008

33

Detecting Cars in UAV Images With a Catalog-Based Approach

Moranduzzo, Thomas, Melgani, Farid

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 1.84 MB

english, 2014

34

[IEEE 2013 8th InternationalWorkshop on Systems, Signal Processing and their Applications (WoSSPA) - Algiers, Algeria (2013.05.12-2013.05.15)] 2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA) - Design of a multiblock general regression neural network for wind speed prediction in Algeria

Douak, Fouzi, Benoudjit, Nabil, Melgani, Farid

Year:

2013

Language:

english

File:

PDF, 179 KB

english, 2013

35

Fusion of supervised and unsupervised learning for improved classification of hyperspectral images

Alajlan, Naif, Bazi, Yakoub, Melgani, Farid, Yager, Ronald R.

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 3.06 MB

english, 2012

36

Robust Estimation of Water Chlorophyll Concentrations With Gaussian Process Regression and IOWA Aggregation Operators

Bazi, Yakoub, Alajlan, Naif, Melgani, Farid, AlHichri, Haikel, Yager, Ronald R.

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 2.01 MB

english, 2014

37

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

Lorenzi, Luca, Melgani, Farid, Mercier, Grégoire

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 3.16 MB

english, 2012

38

[IEEE 2013 8th InternationalWorkshop on Systems, Signal Processing and their Applications (WoSSPA) - Algiers, Algeria (2013.05.12-2013.05.15)] 2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA) - An object detection technique for very high resolution remote sensing images

Moranduzzo, Thomas, Melgani, Farid, Daamouche, Abdelhamid

Year:

2013

Language:

english

File:

PDF, 933 KB

english, 2013

39

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Comparison of different feature detectors and descriptors for car classification in UAV images

Moranduzzo, Thomas, Melgani, Farid

Year:

2013

Language:

english

File:

PDF, 413 KB

english, 2013

40

Swarm Optimization of Structuring Elements for VHR Image Classification

Daamouche, Abdelhamid, Melgani, Farid, Alajlan, Naif, Conci, Nicola

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2013

Language:

english

File:

PDF, 289 KB

english, 2013

41

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - SVR active learning for product quality control

Douak, Fouzi, Melgani, Farid, Pasolli, Edoardo, Benoudjit, Nabil

Year:

2012

Language:

english

File:

PDF, 403 KB

english, 2012

42

[IEEE 2008 Seventh Mexican International Conference on Artificial Intelligence (MICAI) - Mexico, Mexico (2008.10.27-2008.10.31)] 2008 Seventh Mexican International Conference on Artificial Intelligence - Incremental Learning Based Color Iris Recognition

Sun, Caitang, Melgani, Farid, Francesco, De Natale, Zhou, Chunguang, Zhang, Libiao, Liu, Xiaohua

Year:

2008

Language:

english

File:

PDF, 1005 KB

english, 2008

43

Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression

Bazi, Yakoub, Alajlan, Naif, Melgani, Farid

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 988 KB

english, 2012

44

Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation

Bazi, Yakoub, Melgani, Farid

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2007

Language:

english

File:

PDF, 402 KB

english, 2007

45

A genetic expectation-maximization method for unsupervised change detection in multitemporal SAR imagery

Bazi, Yakoub, Melgani, Farid, Bruzzone, Lorenzo, Vernazza, Gianni

Journal:

International Journal of Remote Sensing

Year:

2009

Language:

english

File:

PDF, 1.03 MB

english, 2009

46

Fusion of Extreme Learning Machine and Graph-Based Optimization Methods for Active Classification of Remote Sensing Images

Bencherif, Mohamed A., Bazi, Yakoub, Guessoum, Abderrezak, Alajlan, Naif, Melgani, Farid, AlHichri, Haikel

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2015

Language:

english

File:

PDF, 912 KB

english, 2015

47

A novel fusion approach based on induced ordered weighted averaging operators for chemometric data analysis

AlHichri, Haikel, Bazi, Yakoub, Alajlan, Naif, Melgani, Farid, Malek, Salim, Yager, Ronald R.

Journal:

Journal of Chemometrics

Year:

2013

Language:

english

File:

PDF, 1.06 MB

english, 2013

48

Toward an assisted indoor scene perception for blind people with image multilabeling strategies

Mekhalfi, Mohamed L., Melgani, Farid, Bazi, Yakoub, Alajlan, Naif

Journal:

Expert Systems with Applications

Year:

2015

Language:

english

File:

PDF, 2.21 MB

english, 2015

49

[IEEE 2009 IEEE International Geoscience and Remote Sensing Symposium - Cape Town, South Africa (2009.07.12-2009.07.17)] 2009 IEEE International Geoscience and Remote Sensing Symposium - Swarm intelligence for unsupervised classification of hyperspectral images

Paoli, Andrea, Melgani, Farid, Pasolli, Edoardo

Year:

2009

Language:

english

File:

PDF, 243 KB

english, 2009

50

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Adaptive basis pursuit compressive sensing reconstruction with histogram matching

Lorenzi, Luca, Mercier, Gregoire, Melgani, Farid

Year:

2013

Language:

english

File:

PDF, 951 KB

english, 2013