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1

Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields

Jun Li, Bioucas-Dias, J.M., Plaza, A.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 1.38 MB

english, 2012

2

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

Jun Li, Bioucas-Dias, J.M., Plaza, A.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2010

Language:

english

File:

PDF, 864 KB

english, 2010

3

A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration

Bioucas-Dias, J.M., Figueiredo, M.A.T.

Journal:

IEEE Transactions on Image Processing

Year:

2007

Language:

english

File:

PDF, 1.03 MB

english, 2007

4

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Bioucas-Dias, J.M., Plaza, A., Dobigeon, N., Parente, M., Qian Du, Gader, P., Chanussot, J.

Journal:

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

Year:

2012

Language:

english

File:

PDF, 3.54 MB

english, 2012

5

Antenna Design and Near-field Characterization for Medical Microwave Imaging Applications

Felicio, Joao M., Bioucas-Dias, Jose M., Costa, Jorge R., Fernandes, Carlos A.

Journal:

IEEE Transactions on Antennas and Propagation

Year:

2019

Language:

english

File:

PDF, 2.96 MB

english, 2019

6

Image Restoration and Reconstruction using Targeted Plug-and-Play Priors

Teodoro, Afonso, Bioucas-Dias, Jose M., Figueiredo, Mario A. T.

Journal:

IEEE Transactions on Computational Imaging

Year:

2019

Language:

english

File:

PDF, 2.39 MB

english, 2019

7

Source Separation and Clustering of Phase-Locked Subspaces

Almeida, M., Schleimer, J.-H., Bioucas-Dias, J.M., Vigario, R.

Journal:

IEEE Transactions on Neural Networks

Year:

2011

Language:

english

File:

PDF, 1.49 MB

english, 2011

8

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

Iordache, Marian-Daniel, Bioucas-Dias, José M., Plaza, Antonio

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 3.47 MB

english, 2012

9

Hyperspectral Remote Sensing Data Analysis and Future Challenges

Bioucas-Dias, Jose M., Plaza, Antonio, Camps-Valls, Gustavo, Scheunders, Paul, Nasrabadi, Nasser, Chanussot, Jocelyn

Journal:

IEEE Geoscience and Remote Sensing Magazine

Year:

2013

Language:

english

File:

PDF, 7.27 MB

english, 2013

10

Restoration of Poissonian Images Using Alternating Direction Optimization

Figueiredo, M A T, Bioucas-Dias, J M

Journal:

IEEE Transactions on Image Processing

Year:

2010

Language:

english

File:

PDF, 1.29 MB

english, 2010

11

[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 - Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data

Li, Jun, Bioucas-Dias, Jose M.

Year:

2008

Language:

english

File:

PDF, 446 KB

english, 2008

12

Collaborative Sparse Regression for Hyperspectral Unmixing

Iordache, Marian-Daniel, Bioucas-Dias, Jose M., Plaza, Antonio

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 2.42 MB

english, 2014

13

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing

Ma, Wing-Kin, Bioucas-Dias, Jose M., Chan, Tsung-Han, Gillis, Nicolas, Gader, Paul, Plaza, Antonio J., Ambikapathi, ArulMurugan, Chi, Chong-Yung

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 1.49 MB

english, 2014

14

[IEEE 2011 International Symposium on Image and Data Fusion (ISIDF) - Tengchong, Yunnan, China (2011.08.9-2011.08.11)] 2011 International Symposium on Image and Data Fusion - Integration of Hyperspectral Image Classification and Unmixing for Active Learning

Li, Jun, Plaza, Antonio, Bioucas-Dias, Jose M.

Year:

2011

Language:

english

File:

PDF, 354 KB

english, 2011

15

[IEEE 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Reykjavik, Iceland (2010.06.14-2010.06.16)] 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - On the use of spectral libraries to perform sparse unmixing of hyperspectral data

Iordache, Marian-Daniel, Plaza, Antonio, Bioucas-Dias, Jose

Year:

2010

Language:

english

File:

PDF, 114 KB

english, 2010

16

[IEEE 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Grenoble (2009.08.26-2009.08.28)] 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - A variable splitting augmented Lagrangian approach to linear spectral unmixing

Bioucas-Dias, J.M.

Year:

2009

Language:

english

File:

PDF, 774 KB

english, 2009

17

[IEEE 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Baiona, Spain (2012.05.28-2012.05.30)] 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Algorithms for imaging inverse problems under sparsity regularization

Figueiredo, Mario A. T., Bioucas-Dias, Jose M.

Year:

2012

Language:

english

File:

PDF, 1.10 MB

english, 2012

18

Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related

Fu, Xiao, Ma, Wing-Kin, Chan, Tsung-Han, Bioucas-Dias, Jose M.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2015

Language:

english

File:

PDF, 2.68 MB

english, 2015

19

Hyperspectral Pansharpening: A Review

Loncan, Laetitia, de Almeida, Luis B., Bioucas-Dias, Jose M., Briottet, Xavier, Chanussot, Jocelyn, Dobigeon, Nicolas, Fabre, Sophie, Liao, Wenzhi, Licciardi, Giorgio A., Simoes, Miguel, Tourneret, Je

Journal:

IEEE Geoscience and Remote Sensing Magazine

Year:

2015

Language:

english

File:

PDF, 3.17 MB

english, 2015

20

SPIE Proceedings [SPIE SPIE Security + Defence - Toulouse, France (Monday 21 September 2015)] Electro-Optical Remote Sensing, Photonic Technologies, and Applications IX - Classification of vegetation types in military region

Kamerman, Gary, Steinvall, Ove, Lewis, Keith L., Gonglewski, John D., Gonçalves, Miguel, Silva, Jose Silvestre, Bioucas-Dias, José

Year:

2015

Language:

english

File:

PDF, 1.13 MB

english, 2015

21

A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping

Gao, Lianru, Yao, Dan, Li, Qingting, Zhuang, Lina, Zhang, Bing, Bioucas-Dias, José

Journal:

Year:

2017

Language:

english

File:

PDF, 30.22 MB

english, 2017

22

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination

Moshtaghpour, A., Bioucas-Dias, J. M., Jacques, L.

Year:

2019

Language:

english

File:

PDF, 403 KB

english, 2019

23

[IEEE 2019 Sensor Signal Processing for Defence Conference (SSPD) - Brighton, United Kingdom (2019.5.9-2019.5.10)] 2019 Sensor Signal Processing for Defence Conference (SSPD) - Joint Reconstruction of Multitemporal or Multispectral Single-Photon 3D LiDAR Images

Halimi, Abderrahim, Tobin, Rachael, McCarthy, Aongus, Bioucas-Dias, Jose, McLaughlin, Stephen, Buller, Gerald S.

Year:

2019

Language:

english

File:

PDF, 1.64 MB

english, 2019

24

Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images

Halimi, Abderrahim, Tobin, Rachael, McCarthy, Aongus, Bioucas-Dias, Jose M., McLaughlin, Stephen, Buller, Gerald S.

Journal:

IEEE Transactions on Computational Imaging

Year:

2019

Language:

english

File:

PDF, 14.73 MB

english, 2019

25

Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing

Zhuang, Lina, Lin, Chia-Hsiang, Figueiredo, Mario A. T., Bioucas-Dias, Jose M.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2019

File:

PDF, 59 KB

2019

26

An Explicit and Scene-Adapted Definition of Convex Self-Similarity Prior With Application to Unsupervised Sentinel-2 Super-Resolution

Lin, Chia-Hsiang, Bioucas-Dias, Jose M.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2020

File:

PDF, 2.75 MB

2020

27

Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid

Lin, Chia-Hsiang, Bioucas-Dias, Jose M.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2020

File:

PDF, 1.96 MB

2020

28

Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting

Teodoro, Afonso M., Bioucas-Dias, Jose M., Figueiredo, Mario A. T.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2020

File:

PDF, 3.36 MB

2020

29

Adaptive total variation image deblurring: A majorization–minimization approach

João P. Oliveira, José M. Bioucas-Dias, Mário A.T. Figueiredo

Journal:

Signal Processing

Year:

2009

Language:

english

File:

PDF, 416 KB

english, 2009

30

Determination of the composition of counterfeit Heptodin tablets by near infrared chemical imaging and classical least squares estimation

Marta B. Lopes, Jean-Claude Wolff, José M. Bioucas-Dias, Mário A.T. Figueiredo

Journal:

Analytica Chimica Acta

Year:

2009

Language:

english

File:

PDF, 456 KB

english, 2009

31

SPIE Proceedings [SPIE Remote Sensing - Toulouse, France (Monday 20 September 2010)] Image and Signal Processing for Remote Sensing XVI - Hyperspectral unmixing: geometrical, statistical, and sparse regression-based approaches

Bioucas-Dias, José M., Plaza, Antonio, Bruzzone, Lorenzo

Year:

2010

Language:

english

File:

PDF, 1.01 MB

english, 2010

32

Hyperspectral Subspace Identification

Bioucas-Dias, J.M., Nascimento, J.M.P.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2008

Language:

english

File:

PDF, 538 KB

english, 2008

33

Hyperspectral Unmixing Based on Mixtures of Dirichlet Components

Nascimento, J.M.P., Bioucas-Dias, J.M.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 1.11 MB

english, 2012

34

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

Afonso, M.V., Bioucas-Dias, J.M., Figueiredo, M.A.T.

Journal:

IEEE Transactions on Image Processing

Year:

2011

Language:

english

File:

PDF, 1.23 MB

english, 2011

35

Absolute phase estimation: adaptive local denoising and global unwrapping

Bioucas-Dias, Jose, Katkovnik, Vladimir, Astola, Jaakko, Egiazarian, Karen

Journal:

Year:

2008

Language:

english

File:

PDF, 6.03 MB

english, 2008

36

CAPE: combinatorial absolute phase estimation

Valadão, Gonçalo, Bioucas-Dias, José

Journal:

Journal of the Optical Society of America A

Year:

2009

Language:

english

File:

PDF, 1.51 MB

english, 2009

37

Sparse Unmixing of Hyperspectral Data

Iordache, Marian-Daniel, Bioucas-Dias, José M., Plaza, Antonio

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2011

Language:

english

File:

PDF, 4.13 MB

english, 2011

38

Foreword to the Special Issue on Hyperspectral Image and Signal Processing

Plaza, A., Bioucas-Dias, J. M., Simic, A., Blackwell, W. J.

Journal:

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

Year:

2012

Language:

english

File:

PDF, 788 KB

english, 2012

39

Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach

Pedrosa, P., Dinis, R., Nunes, F., Bioucas-Dias, J.

Journal:

IEEE Communications Letters

Year:

2012

Language:

english

File:

PDF, 176 KB

english, 2012

40

[IEEE 2006 IEEE International Conference on Acoustics Speed and Signal Processing - Toulouse, France (14-19 May 2006)] 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings - Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach

Bioucas-Dias, J.M., Figueiredo, M.A.T., Oliveira, J.P.

Year:

2006

Language:

english

File:

PDF, 180 KB

english, 2006

41

Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning

Borges, Janete S., Bioucas-Dias, José M., Marcal, Andre R. S.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2011

Language:

english

File:

PDF, 962 KB

english, 2011

42

[IEEE 2007 IEEE International Conference on Image Processing - San Antonio, TX, USA (2007.09.16-2007.10.19)] 2007 IEEE International Conference on Image Processing - Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization

Bioucas-Dias, Jose M., Figueiredo, Mario A. T.

Year:

2007

Language:

english

File:

PDF, 303 KB

english, 2007

43

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning

Li, Jun, Bioucas-Dias, José M., Plaza, Antonio

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

44

Spectral–Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning

Li, Jun, Bioucas-Dias, José M., Plaza, Antonio

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 1.78 MB

english, 2013

45

Majorization–Minimization Algorithms for Wavelet-Based Image Restoration

Figueiredo, M.A.T., Bioucas-Dias, J.M., Nowak, R.D.

Journal:

IEEE Transactions on Image Processing

Year:

2007

Language:

english

File:

PDF, 545 KB

english, 2007

46

An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters

Bras, Nuno B., Bioucas-Dias, J., Martins, Raul C., Serra, A. C.

Journal:

IEEE Transactions on Image Processing

Year:

2012

Language:

english

File:

PDF, 2.84 MB

english, 2012

47

Separation of phase-locked sources in pseudo-real MEG data

Miguel Almeida, José Bioucas-Dias…

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2013

Language:

english

File:

PDF, 1023 KB

english, 2013

48

Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

Bioucas-Dias, JoseÌ M, Figueiredo, MaÌrio A T

Journal:

IEEE Transactions on Image Processing

Year:

2010

Language:

english

File:

PDF, 5.15 MB

english, 2010

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) - Total variation restoration of speckled images using a split-bregman algorithm

Bioucas-Dias, Jose M., Figueiredo, Mario A. T.

Year:

2009

Language:

english

File:

PDF, 193 KB

english, 2009

50

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Li, Jun, Marpu, Prashanth Reddy, Plaza, Antonio, Bioucas-Dias, Jose M., Benediktsson, Jon Atli

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 2.68 MB

english, 2013

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