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Items: 17

1.

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification.

Hong D, Yokoya N, Ge N, Chanussot J, Zhu XX.

ISPRS J Photogramm Remote Sens. 2019 Jan;147:193-205. doi: 10.1016/j.isprsjprs.2018.10.006.

2.

Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms.

Drumetz L, Meyer TR, Chanussot J, Bertozzi AL, Jutten C.

IEEE Trans Image Process. 2019 Jul;28(7):3435-3450. doi: 10.1109/TIP.2019.2897254. Epub 2019 Feb 4.

PMID:
30716036
3.

Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution.

Xu Y, Wu Z, Chanussot J, Wei Z.

IEEE Trans Image Process. 2019 Jan 18. doi: 10.1109/TIP.2019.2893530. [Epub ahead of print]

PMID:
30668472
4.

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.

Hong D, Yokoya N, Chanussot J, Zhu XX.

IEEE Trans Image Process. 2018 Nov 9. doi: 10.1109/TIP.2018.2878958. [Epub ahead of print]

PMID:
30418901
5.

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.

Deng LJ, Vivone G, Guo W, Dalla Mura M, Chanussot J.

IEEE Trans Image Process. 2018 Sep;27(9):4330-4344. doi: 10.1109/TIP.2018.2839531.

PMID:
29870351
6.

Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening.

Vivone G, Restaino R, Chanussot J.

IEEE Trans Image Process. 2018 Jul;27(7):3418-3431. doi: 10.1109/TIP.2018.2819501.

PMID:
29671744
7.

Fusion of Multispectral and Panchromatic Images Based on Morphological Operators.

Restaino R, Vivone G, Dalla Mura M, Chanussot J.

IEEE Trans Image Process. 2016 Jun;25(6):2882-2895. doi: 10.1109/TIP.2016.2556944. Epub 2016 Apr 20.

PMID:
28113904
8.

A Framework for Fast Image Deconvolution With Incomplete Observations.

Simoes M, Almeida LB, Bioucas-Dias J, Chanussot J.

IEEE Trans Image Process. 2016 Nov;25(11):5266-80. doi: 10.1109/TIP.2016.2603920. Epub 2016 Aug 26.

PMID:
27576251
9.

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.

Drumetz L, Veganzones MA, Henrot S, Phlypo R, Chanussot J, Jutten C.

IEEE Trans Image Process. 2016 Aug;25(8):3890-905. doi: 10.1109/TIP.2016.2579259. Epub 2016 Jun 9.

PMID:
27305674
10.

Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images.

Henrot S, Chanussot J, Jutten C.

IEEE Trans Image Process. 2016 Jul;25(7):3219-3232. doi: 10.1109/TIP.2016.2562562. Epub 2016 May 3.

PMID:
27164590
11.

Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence.

Amiot C, Girard C, Chanussot J, Pescatore J, Desvignes M.

IEEE Trans Med Imaging. 2016 Jun;35(6):1565-74. doi: 10.1109/TMI.2016.2520092. Epub 2016 Jan 21.

PMID:
26812705
12.

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.

Veganzones MA, Simoes M, Licciardi G, Yokoya N, Bioucas-Dias JM, Chanussot J.

IEEE Trans Image Process. 2016 Jan;25(1):274-88. doi: 10.1109/TIP.2015.2496263. Epub 2015 Oct 30.

PMID:
26540685
13.

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors.

He X, Condat L, Bioucas-Diaz J, Chanussot J, Xia J.

IEEE Trans Image Process. 2014 Sep;23(9):4160-4174. doi: 10.1109/TIP.2014.2333661. Epub 2014 Jun 27.

PMID:
24988595
14.

Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation.

Veganzones MA, Tochon G, Dalla-Mura M, Plaza AJ, Chanussot J.

IEEE Trans Image Process. 2014 Aug;23(8):3574-3589. doi: 10.1109/TIP.2014.2329767. Epub 2014 Jun 10.

PMID:
24951694
15.

Hyperspectral image representation and processing with binary partition trees.

Valero S, Salembier P, Chanussot J.

IEEE Trans Image Process. 2013 Apr;22(4):1430-43. doi: 10.1109/TIP.2012.2231687. Epub 2012 Dec 4.

PMID:
23221824
16.

Spectral-spatial classification of hyperspectral data based on a stochastic minimum spanning forest approach.

Bernard K, Tarabalka Y, Angulo J, Chanussot J, Benediktsson JA.

IEEE Trans Image Process. 2012 Apr;21(4):2008-21. doi: 10.1109/TIP.2011.2175741. Epub 2011 Nov 11.

PMID:
22086502
17.

Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers.

Tarabalka Y, Chanussot J, Benediktsson JA.

IEEE Trans Syst Man Cybern B Cybern. 2010 Oct;40(5):1267-79. doi: 10.1109/TSMCB.2009.2037132. Epub 2009 Dec 31.

PMID:
20051346

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