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1

Separation of acoustical source power spectral densities with Bayesian sparsity enforcing

Blacodon, Daniel, Mohammad-Djafari, Ali

Journal:

Journal of Sound and Vibration

Year:

2020

File:

PDF, 2.08 MB

2020

2

Robust Bayesian super-resolution approach via sparsity enforcing a priori for near-field aeroacoustic source imaging

Chu, Ning, Mohammad-Djafari, Ali, Picheral, José

Journal:

Journal of Sound and Vibration

Year:

2013

Language:

english

File:

PDF, 5.44 MB

english, 2013

3

Bayesian Identification of Dynamical Systems

Niven, Robert, Mohammad-Djafari, Ali, Cordier, Laurent, Abel, Markus, Quade, Markus

Journal:

Proceedings (American Bar Association. Section of International and Comparative Law)

Year:

2020

File:

PDF, 2.19 MB

2020

4

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Surface Reconstruction from Tomography Data

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 2.26 MB

english, 2013

5

A robust super-resolution approach with sparsity constraint in acoustic imaging

Chu, Ning, Picheral, José, Mohammad-djafari, Ali, Gac, Nicolas

Journal:

Applied Acoustics

Year:

2014

Language:

english

File:

PDF, 6.84 MB

english, 2014

6

AIP Conference Proceedings [AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: Proceedings of the 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - Chamonix, (France) (4–9 July 2010)] - On escort distributions, q-gaussians and Fisher information

Bercher, J.-F., Mohammad-Djafari, Ali, Bercher, Jean-François, Bessiére, Pierre

Year:

2011

Language:

english

File:

PDF, 201 KB

english, 2011

7

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Science, Engineering, and Instrumentation - San Diego, CA (Sunday 19 July 1998)] Bayesian Inference for Inverse Problems - Efficient simulated annealing algorithms for Bayesian parameter estimation

Andrieu, Christophe, Doucet, Arnaud, Mohammad-Djafari, Ali

Year:

1998

Language:

english

File:

PDF, 412 KB

english, 1998

8

A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data

Chapdelaine, Camille, Mohammad-Djafari, Ali, Gac, Nicolas, Parra, Estelle, Dulio, Paolo, Frosini, Andrea, Rozenberg, Grzegorz

Journal:

Fundamenta Informaticae

Year:

2017

Language:

english

File:

PDF, 2.26 MB

english, 2017

9

[IEEE IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Valencia, Spain (2018.7.22-2018.7.27)] IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Building a Hyperspectral Library and its Incorporation into Sparse Unmixing for Mineral Identification

Bui, Thanh, Orberger, Beate, Blancher, Simon B., Mohammad-Djafari, Ali, Pilliere, Henry, Salaun, Anne, Bourrat, Xavier, Maubec, Nicolas, Lefevre, Thomas, Rodriguez, Celine, Vaitkus, Antanas, Grazulis,

Year:

2018

Language:

english

File:

PDF, 455 KB

english, 2018

10

Radar emitters classification and clustering with a scale mixture of normal distributions

Revillon, Guillaume, Mohammad-Djafari, Ali, Enderli, Cyrille

Journal:

IET Radar Sonar & Navigation

Year:

2019

Language:

english

File:

PDF, 45 KB

english, 2019

11

Bayesian approach to change points detection in time series

Ali Mohammad-Djafari, Olivier Féron

Journal:

International Journal of Imaging Systems and Technology

Year:

2006

Language:

english

File:

PDF, 424 KB

english, 2006

12

Bayesian inference for inverse problems in signal and image processing and applications

Ali Mohammad-Djafari

Journal:

International Journal of Imaging Systems and Technology

Year:

2006

Language:

english

File:

PDF, 734 KB

english, 2006

13

Eddy current tomography using a binary Markov model

Mila Nikolova, Ali Mohammad-Djafari

Journal:

Signal Processing

Year:

1996

Language:

english

File:

PDF, 1.24 MB

english, 1996

14

Link between copula and tomography

Doriano-Boris Pougaza, Ali Mohammad-Djafari, Jean-François Bercher

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 553 KB

english, 2010

15

Bayesian analysis of spectral mixture data using Markov Chain Monte Carlo Methods

Saïd Moussaoui, Cédric Carteret, David Brie, Ali Mohammad-Djafari

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 627 KB

english, 2006

16

Phase retrieval algorithm using Bayesian approach

Chama Zouaoui, Mohamed Faouzi Belbachir, Ali Mohammad-Djafari

Journal:

AEU - International Journal of Electronics and Communications

Year:

2007

Language:

english

File:

PDF, 280 KB

english, 2007

17

Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior

Hichem Snoussi, Ali Mohammad-Djafari

Journal:

Journal of Signal Processing Systems

Year:

2004

Language:

english

File:

PDF, 219 KB

english, 2004

18

Maximum entropy Fourier synthesis with application to diffraction tomography

Mohammad-Djafari, Ali, Demoment, Guy

Journal:

Year:

1987

Language:

english

File:

PDF, 1.89 MB

english, 1987

19

Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm

Snoussi, Hichem, Mohammad-Djafari, Ali

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 553 KB

english, 2007

20

[IEEE 2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) - Bilbao, Spain (2011.12.14-2011.12.17)] 2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) - A robust super-resolution approach with sparsity constraint for near-field wideband acoustic imaging

Chu, Ning, Picheral, Jose, Mohammad-Djafari, Ali

Year:

2011

Language:

english

File:

PDF, 3.85 MB

english, 2011

21

Image recovery from Fourier domain measurements via classification using Bayesian approach and total variation regularization

Chama, Z., Mansouri, B., Anani, M., Mohammad-Djafari, Ali

Journal:

AEU - International Journal of Electronics and Communications

Year:

2012

Language:

english

File:

PDF, 513 KB

english, 2012

22

Parameter estimation for SAR micromotion target based on sparse signal representation

Sha Zhu, Ali Mohammad-Djafari, Hongqiang Wang, Bin Deng, Xiang Li, Junjie Mao

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2012

Language:

english

File:

PDF, 500 KB

english, 2012

23

Bayesian approach with prior models which enforce sparsity in signal and image processing

Ali Mohammad-Djafari

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2012

Language:

english

File:

PDF, 792 KB

english, 2012

24

Editorial

Farokh Marvasti, Ali Mohammad-Djafari, Jonathon Chambers

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2012

Language:

english

File:

PDF, 93 KB

english, 2012

25

[AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: Proceedings of the 28th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - Boraceia, Sao Paulo (Brazil) (6–11 July 2008)] AIP Conference Proceedings - Variational Bayes Approach For Tomographic Reconstruction

Ayasso, Hacheme, Fekih-Salem, Sofia, Mohammad-Djafari, Ali, de Souza Lauretto, Marcelo, de Bragança Pereira, Carlos Alberto, Stern, Julio Michael

Year:

2008

Language:

english

File:

PDF, 1.23 MB

english, 2008

26

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Introduction to Inverse Problems in Imaging and Vision

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 1.75 MB

english, 2013

27

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Triplet Markov Chains and Image Segmentation

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 700 KB

english, 2013

28

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Detection and Recognition of a Collection of Objects in a Scene

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 2.63 MB

english, 2013

29

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Shape from Shading

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 2.81 MB

english, 2013

30

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Noise Removal and Contour Detection

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 1.15 MB

english, 2013

31

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Apparent Motion Estimation and Visual Tracking

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 3.56 MB

english, 2013

32

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Super-Resolution

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 1.30 MB

english, 2013

33

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Blind Image Deconvolution

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 366 KB

english, 2013

34

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Gauss-Markov-Potts Prior for Bayesian Inversion in Microwave Imaging

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 500 KB

english, 2013

35

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Stereo Reconstruction in Satellite and Aerial Imaging

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 1.40 MB

english, 2013

36

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Image Separation

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 631 KB

english, 2013

37

Inverse Problems in Vision and 3D Tomography (Mohammad-Djafari/Inverse Problems in Vision and 3D Tomography) || Fusion and Multi-Modality

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 781 KB

english, 2013

38

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Science, Engineering, and Instrumentation - Denver, CO (Sunday 18 July 1999)] Mathematical Modeling, Bayesian Estimation, and Inverse Problems - Multiscale hidden Markov models for photon-limited imaging

Nowak, Robert D., Preteux, Francoise J., Mohammad-Djafari, Ali, Dougherty, Edward R.

Year:

1999

Language:

english

File:

PDF, 1.00 MB

english, 1999

39

[IEEE 2008 Congress on Image and Signal Processing - Sanya, China (2008.05.27-2008.05.30)] 2008 Congress on Image and Signal Processing - A Hierarchical Markov Random Field Model for Bayesian Blind Image Separation

Su, Feng, Mohammad-Djafari, Ali

Year:

2008

Language:

english

File:

PDF, 414 KB

english, 2008

40

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Science, Engineering, and Instrumentation - Denver, CO (Sunday 18 July 1999)] Mathematical Modeling, Bayesian Estimation, and Inverse Problems - New approach for mathematical problems of the optical tomography of highly scattering (biological) objects

Lyubimov, Vladimir V., Kravtsenyuk, Olga V., Murzin, Alexander G., Preteux, Francoise J., Mohammad-Djafari, Ali, Dougherty, Edward R.

Year:

1999

Language:

english

File:

PDF, 467 KB

english, 1999

41

Variational Bayesian Approximation methods for inverse problems

Mohammad-Djafari, Ali

Journal:

Journal of Physics Conference Series

Year:

2012

Language:

english

File:

PDF, 397 KB

english, 2012

42

Solving Noisy ICA Using Multivariate Wavelet Denoising with an Application to Noisy Latent Variables Regression

Nassiri, Vahid, Aminghafari, Mina, Mohammad-Djafari, Ali

Journal:

Communication in Statistics- Theory and Methods

Year:

2014

Language:

english

File:

PDF, 135 KB

english, 2014

43

[IEEE 2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Grenoble, France (2009.09.1-2009.09.4)] 2009 IEEE International Workshop on Machine Learning for Signal Processing - Variational Bayes and Mean Field Approximations for Markov field unsupervised estimation

Mohammad-Djafari, Ali, Ayasso, Hacheme

Year:

2009

Language:

english

File:

PDF, 4.15 MB

english, 2009

44

[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) - Bayesian inference with hierarchical prior models for inverse problems in imaging systems

Mohammad-Djafari, Ali

Year:

2013

Language:

english

File:

PDF, 317 KB

english, 2013

45

[IEEE 2011 18th IEEE International Conference on Image Processing (ICIP 2011) - Brussels, Belgium (2011.09.11-2011.09.14)] 2011 18th IEEE International Conference on Image Processing - A discrete-continuous Bayesian model for Emission Tomography

Fall, Mame Diarra, Barat, Eric, Comtat, Claude, Dautremer, Thomas, Montagu, Thierry, Mohammad-Djafari, Ali

Year:

2011

Language:

english

File:

PDF, 1.11 MB

english, 2011

46

[IEEE 2006 International Conference on Image Processing - Atlanta Marriott Marquis, Atlanta, GA, USA (2006.10.8-2006.10.11)] 2006 International Conference on Image Processing - Joint Dimensionality Reduction, Classification and Segmentation of Hyperspectral Images

Bali, Nadia, Mohammad-Djafari, Ali, Mohammadpoor, Adel

Year:

2006

Language:

english

File:

PDF, 4.13 MB

english, 2006

47

[IEEE 2012 19th IEEE International Conference on Image Processing (ICIP 2012) - Orlando, FL, USA (2012.09.30-2012.10.3)] 2012 19th IEEE International Conference on Image Processing - A Bayesian Sparse Inference Approach in near-field wideband aeroacoustic imaging

Chu, Ning, Mohammad-Djafari, Ali, Picheral, Jose

Year:

2012

Language:

english

File:

PDF, 822 KB

english, 2012

48

[IEEE 2014 13th Workshop on Information Optics (WIO) - Neuchatel, Switzerland (2014.7.7-2014.7.11)] 2014 13th Workshop on Information Optics (WIO) - A variational Bayesian approximation approach via a sparsity enforcing prior in acoustic imaging

Chu, Ning, Mohammad-Djafari, Ali, Gac, Nicolas, Picheral, Jose

Year:

2014

Language:

english

File:

PDF, 598 KB

english, 2014

49

[IEEE 2009 16th IEEE International Conference on Image Processing ICIP 2009 - Cairo, Egypt (2009.11.7-2009.11.10)] 2009 16th IEEE International Conference on Image Processing (ICIP) - Fusion and inversion of SAR data to obtain a superresolution image

Mohammad-Djafari, Ali, Daout, Franck, Fargette, Philippe

Year:

2009

Language:

english

File:

PDF, 477 KB

english, 2009

50

[IEEE 2009 16th IEEE International Conference on Image Processing ICIP 2009 - Cairo, Egypt (2009.11.7-2009.11.10)] 2009 16th IEEE International Conference on Image Processing (ICIP) - Joint image restoration and segmentation using Gauss-Markov-Potts prior models and variational Bayesian computation

Ayasso, Hacheme, Mohammad-djafari, Ali

Year:

2009

Language:

english

File:

PDF, 281 KB

english, 2009

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