Yoann Altmann
Yoann Altmann
Assistant Professor at Heriot-Watt University
Verified email at hw.ac.uk - Homepage
TitleCited byYear
Nonlinear unmixing of hyperspectral images using a generalized bilinear model
A Halimi, Y Altmann, N Dobigeon, JY Tourneret
IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4153-4162, 2011
3122011
Supervised nonlinear spectral unmixing using a postnonlinear mixing model for hyperspectral imagery
Y Altmann, A Halimi, N Dobigeon, JY Tourneret
IEEE Transactions on Image Processing 21 (6), 3017-3025, 2012
1562012
Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm
Y Altmann, N Dobigeon, JY Tourneret
IEEE Transactions on Image Processing 23 (6), 2014
772014
Lidar Waveform-Based Analysis of Depth Images Constructed Using Sparse Single-Photon Data
Y Altmann, X Ren, A McCarthy, GS Buller, S McLaughlin
IEEE Transactions on Image Processing 25 (5), 1935-1946, 2016
672016
Nonlinear spectral unmixing of hyperspectral images using Gaussian processes
Y Altmann, N Dobigeon, S McLaughlin, JY Tourneret
IEEE Transactions on Signal Processing 61 (10), 2442-2453, 2013
672013
Residual component analysis of hyperspectral images--Application to joint nonlinear unmixing and nonlinearity detection
Y Altmann, N Dobigeon, S McLaughlin, JY Tourneret
IEEE Transactions on Image Processing 23 (5), 2014
512014
Unmixing hyperspectral images using the generalized bilinear model
A Halimi, Y Altmann, N Dobigeon, JY Tourneret
2011 IEEE International Geoscience and Remote Sensing Symposium, 1886-1889, 2011
502011
Quantum-inspired computational imaging
Y Altmann, S McLaughlin, MJ Padgett, VK Goyal, AO Hero, D Faccio
Science 361 (6403), eaat2298, 2018
452018
Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model
Y Altmann, N Dobigeon, JY Tourneret
IEEE Transactions on Image Processing 22 (4), 2013
452013
Robust linear spectral unmixing using anomaly detection
Y Altmann, S McLaughlin, A Hero
IEEE Transactions on Computational Imaging 1 (2), 74-85, 2015
352015
Bilinear models for nonlinear unmixing of hyperspectral images
Y Altmann, N Dobigeon, JY Tourneret
2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2011
352011
A comparison of nonlinear mixing models for vegetated areas using simulated and real hyperspectral data
N Dobigeon, L Tits, B Somers, Y Altmann, P Coppin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
332014
Bayesian nonlinear hyperspectral unmixing with spatial residual component analysis
Y Altmann, M Pereyra, S McLaughlin
IEEE Transactions on Computational Imaging 1 (3), 174-185, 2015
322015
High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor
X Ren, PWR Connolly, A Halimi, Y Altmann, S McLaughlin, I Gyongy, ...
Optics Express 26 (5), 5541-5557, 2018
302018
Collaborative sparse regression using spatially correlated supports-Application to hyperspectral unmixing
Y Altmann, M Pereyra, J Bioucas-Dias
IEEE Transactions on Image Processing 24 (12), 5800-5811, 2015
292015
Restoration of intensity and depth images constructed using sparse single-photon data
A Halimi, Y Altmann, A McCarthy, X Ren, R Tobin, GS Buller, ...
2016 24th European Signal Processing Conference (EUSIPCO), 86-90, 2016
252016
Restoration of intensity and depth images constructed using sparse single-photon data
A Halimi, Y Altmann, A McCarthy, X Ren, R Tobin, GS Buller, ...
2016 24th European Signal Processing Conference (EUSIPCO), 86-90, 2016
252016
Linear and nonlinear unmixing in hyperspectral imaging
N Dobigeon, Y Altmann, N Brun, S Moussaoui
Data Handling in Science and Technology 30, 185-224, 2016
232016
Robust spectral unmixing of sparse multispectral lidar waveforms using gamma Markov random fields
Y Altmann, A Maccarone, A McCarthy, G Newstadt, GS Buller, ...
IEEE Transactions on Computational Imaging 3 (4), 658-670, 2017
222017
Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares
Y Altmann, N Dobigeon, JY Tourneret, S McLaughlin
2011 IEEE International Geoscience and Remote Sensing Symposium, 1151-1154, 2011
202011
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Articles 1–20