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Conference

Online nonnegative matrix factorization based on kernel machines

Authors : Zhu, Fei; Honeine, Paul;

Subjects: hyperspectral unmixing; data analysis; Gaussian processesNice; FranceNice, France

Source: Proc. 23rd European Conference on Signal Processing (EUSIPCO) ; https://hal.archives-ouvertes.fr/hal-01965987 ; Proc. 23rd European Conference on Signal Processing (EUSIPCO), 2015, Nice, France.

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Conference

Kernel non-negative matrix factorization without the pre-image problem

Authors : Zhu, Fei; Honeine, Paul; Kallas, Maya ...

Subjects: nonlinear NMF; Kernel; AdditivesReims; France

Source: 24th IEEE Workshop on Machine Learning for Signal Processing, MLSP 2014https://hal.archives-ouvertes.fr/hal-0196599824th IEEE Workshop on Machine Learning for Signal Processing, MLSP 2014,

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Conference

Constrained reflect-then-combine methods for unmixing hyperspectral data

Authors : Honeine, Paul; Lantéri, Henri;

Subjects: reflect-then-combine iterative technique; image processing; iterative methodsGainesville; Florida; USA

Source: Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS) ; https://hal.science/hal-01966005 ; Proc. IEEE Workshop on Hyperspectral Image and Signal

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Conference

Constrained Kaczmarz's Cyclic Projections for Unmixing Hyperspectral Data

Authors : Honeine, Paul; Lantéri, Henri; Richard, Cédric ...

Subjects: adaptive filters; optimisation; constrained Kaczmarz cyclic projectionsMarrakech; Morocco

Source: Proc. 21th European Conference on Signal Processing (EUSIPCO) ; https://hal.science/hal-01966006 ; Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5

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Conference

Constrained reflect-then-combine methods for unmixing hyperspectral data

Authors : Honeine, Paul; Lantéri, Henri;

Subjects: Cimmino's method; parallel projection; Mathematical modelGainesville; Florida; USA

Source: Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS) ; https://hal.archives-ouvertes.fr/hal-01966005 ; Proc. IEEE Workshop on Hyperspectral Image

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Conference

Constrained Kaczmarz's Cyclic Projections for Unmixing Hyperspectral Data

Authors : Honeine, Paul; Lantéri, Henri; Richard, Cédric ...

Subjects: hyperspectral data processing; Optimized production technology; Hyperspectral imagingMarrakech; Morocco

Source: Proc. 21th European Conference on Signal Processing (EUSIPCO) ; https://hal.archives-ouvertes.fr/hal-01966006 ; Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco.

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Academic Journal

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Authors : Halimi, Abderrahim; Honeine, Paul; Kharouf, Malika ...

Subjects: Endmember number; Random matrix theory(RMT); Sample covariance matrix

Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-01325467 ; IEEE Transactions on Geoscience and Remote Sensing, 2016, vol. 54 (n° 7), pp.3811-3821.

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Academic Journal

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Authors : Halimi, Abderrahim; Honeine, Paul; Kharouf, Malika ...

Subjects: Endmember number; Random matrix theory(RMT); Sample covariance matrix

Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-01325467 ; IEEE Transactions on Geoscience and Remote Sensing, 2016, vol. 54 (n° 7), pp.3811-3821.

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Academic Journal

Bi-objective Nonnegative Matrix Factorization: Linear Versus Kernel-based Models

Authors : Zhu, Fei; Honeine, Paul;

Subjects: biobjective nonnegative matrix factorization; matrix decomposition; Pareto optimization

Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-01965048 ; IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.4012 - 4022.

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Academic Journal

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Authors : Halimi, Abderrahim; Honeine, Paul; Kharouf, Malika ...

Subjects: Endmember number; Random matrix theory(RMT); Sample covariance matrix

Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-01325467 ; IEEE Transactions on Geoscience and Remote Sensing, 2016, vol. 54 (n° 7), pp.3811-3821.

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نتائج البحث

فلترة النتائج

Online nonnegative matrix factorization based on kernel machines

Kernel non-negative matrix factorization without the pre-image problem

Constrained reflect-then-combine methods for unmixing hyperspectral data

Constrained Kaczmarz's Cyclic Projections for Unmixing Hyperspectral Data

Constrained reflect-then-combine methods for unmixing hyperspectral data

Constrained Kaczmarz's Cyclic Projections for Unmixing Hyperspectral Data

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Bi-objective Nonnegative Matrix Factorization: Linear Versus Kernel-based Models

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

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