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51

[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

52

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

53

[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

54

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

55

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

56

Automatic Identification of the Number and Values of Decision Thresholds in the Log-Ratio Image for Change Detection in SAR Images

Bazi, Y., Bruzzone, L., Melgani, F.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2006

Language:

english

File:

PDF, 993 KB

english, 2006

57

Benabdelkader, S., Melgani, F.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2008

Language:

english

File:

PDF, 325 KB

english, 2008

58

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

59

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

60

[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

61

[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

62

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

63

[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

64

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

65

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

66

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

67

Automatic Ground-Truth Validation With Genetic Algorithms for Multispectral Image Classification

Ghoggali, N., Melgani, F.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2009

Language:

english

File:

PDF, 943 KB

english, 2009

68

[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

69

[IEEE IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003 - Greenbelt, Maryland, USA (27-28 Oct. 2003)] IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003 - A residual-based approach to classification of remote sensing images

Bruzzone, L., Carlin, L., Melgani, F.

Year:

2003

Language:

english

File:

PDF, 400 KB

english, 2003

70

[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

71

Genetic SVM Approach to Semisupervised Multitemporal Classification

Ghoggali, N., Melgani, F.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2008

Language:

english

File:

PDF, 153 KB

english, 2008

72

Robust Support Vector Regression for Biophysical Variable Estimation From Remotely Sensed Images

Camps-Valls, G., Bruzzone, L., Rojo-Rojo, J.L., Melgani, F.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2006

Language:

english

File:

PDF, 287 KB

english, 2006

73

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

74

A markov random field approach to spatio-temporal contextual image classification

Melgani, F., Serpico, S.B.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2003

Language:

english

File:

PDF, 873 KB

english, 2003

75

[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

76

[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

77

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

78

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

79

[IEEE IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium - Sydney, NSW, Australia (9-13 July 2001)] IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) - Fusion of multitemporal contextual information by neural networks for multisensor image classification

Melgani, F., Serpico, S.B., Vernazza, G.

Year:

2001

Language:

english

File:

PDF, 90 KB

english, 2001

80

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

81

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

82

[IEEE IEEE International Geoscience and Remote Sensing Symposium. IGARSS 2002 - Toronto, Ont., Canada (24-28 June 2002)] IEEE International Geoscience and Remote Sensing Symposium - Support vector machines for classification of hyperspectral remote-sensing images

Melgani, F., Bruzzone, L.

Year:

2002

Language:

english

File:

PDF, 286 KB

english, 2002

83

Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery

Melgani, F., Bazi, Y.

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2006

Language:

english

File:

PDF, 627 KB

english, 2006

84

Gaussian Process Approach to Remote Sensing Image Classification

Bazi, Y., Melgani, F.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2010

Language:

english

File:

PDF, 727 KB

english, 2010

85

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

86

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

87

[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

88

[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

89

[IEEE 2007 IEEE International Geoscience and Remote Sensing Symposium - Barcelona, Spain (2007.07.23-2007.07.28)] 2007 IEEE International Geoscience and Remote Sensing Symposium - A multiobjective PSO inflation methodology for SVM regression with limited training samples

Bazi, Yakoub, Melgani, Farid

Year:

2007

Language:

english

File:

PDF, 371 KB

english, 2007

90

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Ground-truth assisted design for remote sensing image classification

Pasolli, Edoardo, Melgani, Farid

Year:

2011

Language:

english

File:

PDF, 100 KB

english, 2011

91

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Monitoring structural damages in big industrial plants with UAV images

Moranduzzo, Thomas, Melgani, Farid

Year:

2014

Language:

english

File:

PDF, 566 KB

english, 2014

92

[IEEE 2007 IEEE International Geoscience and Remote Sensing Symposium - Barcelona, Spain (2007.07.23-2007.07.28)] 2007 IEEE International Geoscience and Remote Sensing Symposium - Semi-supervised multitemporal classification with support vector machines and genetic algorithms

Ghoggali, Noureddine, Melgani, Farid

Year:

2007

Language:

english

File:

PDF, 343 KB

english, 2007

93

[IEEE 2008 35th Annual Computers in Cardiology Conference - Bologna, Italy (2008.09.14-2008.09.17)] 2008 Computers in Cardiology - Detecting premature ventricular contractions in ECG signals with Gaussian processes

Melgani, F., Bazi, Y.

Year:

2008

Language:

english

File:

PDF, 209 KB

english, 2008

94

[IEEE 2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011) - Vancouver, BC (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Multiresolution inpainting for reconstruction of missing data in VHR images

Lorenzi, Luca, Melgani, Farid, Mercier, Gregoire

Year:

2011

Language:

english

File:

PDF, 857 KB

english, 2011

95

[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 - An approach for classifying large scale images

Pasolli, Edoardo, Melgani, Farid

Year:

2012

Language:

english

File:

PDF, 82 KB

english, 2012

96

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Improving active learning methods using spatial information

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

Year:

2011

Language:

english

File:

PDF, 1.07 MB

english, 2011

97

[IEEE 2007 IEEE Antennas and Propagation International Symposium - Honolulu, HI, USA (2007.06.9-2007.06.15)] 2007 IEEE Antennas and Propagation International Symposium - Three dimensional electromagnetic sub-surface sensing by means of a multi-step SVM-based classification technique

Donelli, M., Benedetti, M., Rocca, P., Melgani, F., Massa, A.

Year:

2007

Language:

english

File:

PDF, 215 KB

english, 2007

98

[IEEE 2006 IEEE International Symposium on Geoscience and Remote Sensing - Denver, CO, USA (2006.07.31-2006.08.4)] 2006 IEEE International Symposium on Geoscience and Remote Sensing - A Multiobjective Genetic Data Inflation Methodology for Support Vector Machine Classification

Ghoggali, N., Bazi, Y., Melgani, F.

Year:

2006

Language:

english

File:

PDF, 210 KB

english, 2006

99

[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 - A pattern recognition system for extracting buried object characteristics in GPR images

Pasolli, Edoardo, Melgani, Farid, Donelli, Massimo

Year:

2009

Language:

english

File:

PDF, 234 KB

english, 2009

100

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Car speed estimation method for UAV images

Moranduzzo, Thomas, Melgani, Farid

Year:

2014

Language:

english

File:

PDF, 852 KB

english, 2014