| 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 | 430 | 2011 |
| 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 | 241 | 2012 |
| Quantum-inspired computational imaging Y Altmann, S McLaughlin, MJ Padgett, VK Goyal, AO Hero, D Faccio Science 361 (6403), eaat2298, 2018 | 143 | 2018 |
| 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 | 127 | 2016 |
| Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers J Tachella, Y Altmann, N Mellado, A McCarthy, R Tobin, GS Buller, ... Nature communications 10 (1), 1-6, 2019 | 117 | 2019 |
| 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 | 99 | 2014 |
| 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 | 83 | 2013 |
| 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 | 77 | 2018 |
| 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 | 75 | 2016 |
| Bayesian 3D reconstruction of complex scenes from single-photon lidar data J Tachella, Y Altmann, X Ren, A McCarthy, GS Buller, S McLaughlin, ... SIAM Journal on Imaging Sciences 12 (1), 521-550, 2019 | 67 | 2019 |
| 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 | 66 | 2011 |
| Advances in Single-Photon Lidar for Autonomous Vehicles: Working Principles, Challenges, and Recent Advances J Rapp, J Tachella, Y Altmann, S McLaughlin, VK Goyal IEEE Signal Processing Magazine 37 (4), 62-71, 2020 | 62 | 2020 |
| 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 | 61 | 2014 |
| 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 | 60 | 2014 |
| 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 | 60 | 2011 |
| 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 | 58 | 2013 |
| Robust linear spectral unmixing using anomaly detection Y Altmann, S McLaughlin, A Hero IEEE Transactions on Computational Imaging 1 (2), 74-85, 2015 | 56 | 2015 |
| Non-line-of-sight Three-dimensional imaging with a single-pixel camera G Musarra, A Lyons, E Conca, Y Altmann, F Villa, F Zappa, MJ Padgett, ... Physical Review Applied 12 (1), 011002, 2019 | 55 | 2019 |
| 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 | 48 | 2016 |
| 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 | 42 | 2015 |
Stephen McLaughlinHeriot-Watt UniversityVerified email at hw.ac.uk
