A UAV platform based on a hyperspectral sensor for image capturing and on-board processing P Horstrand, R Guerra, A Rodríguez, M Díaz, S López, JF López IEEE Access 7, 66919-66938, 2019 | 84 | 2019 |
A new fast algorithm for linearly unmixing hyperspectral images R Guerra, L Santos, S López, R Sarmiento IEEE Transactions on Geoscience and Remote Sensing 53 (12), 6752-6765, 2015 | 66 | 2015 |
Implementation of the principal component analysis onto high-performance computer facilities for hyperspectral dimensionality reduction: Results and comparisons E Martel, R Lazcano, J López, D Madroñal, R Salvador, S López, ... Remote Sensing 10 (6), 864, 2018 | 54 | 2018 |
A new algorithm for the on-board compression of hyperspectral images R Guerra, Y Barrios, M Díaz, L Santos, S López, R Sarmiento Remote Sensing 10 (3), 428, 2018 | 51 | 2018 |
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture R Lazcano, D Madroñal, R Salvador, K Desnos, M Pelcat, R Guerra, ... Journal of Systems Architecture 77, 101-111, 2017 | 51 | 2017 |
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images S Ortega, M Halicek, H Fabelo, R Guerra, C Lopez, M Lejaune, ... Proceedings of Spie--the International Society for Optical Engineering 11320, 2020 | 50 | 2020 |
An algorithm for an accurate detection of anomalies in hyperspectral images with a low computational complexity M Díaz, R Guerra, S López, R Sarmiento IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1159-1176, 2017 | 40 | 2017 |
Hyperspectral push-broom microscope development and characterization S Ortega, R Guerra, M Diaz, H Fabelo, S López, GM Callico, R Sarmiento IEEE Access 7, 122473-122491, 2019 | 39 | 2019 |
A novel use of hyperspectral images for human brain cancer detection using in-vivo samples H Fabelo, S Ortega, R Guerra, G Callicó, A Szolna, JF Piñeiro, M Tejedor, ... Special Session on Smart Embedded Biomedical Devices for In Situ …, 2016 | 38 | 2016 |
Real-time hyperspectral image compression onto embedded GPUs M Díaz, R Guerra, P Horstrand, E Martel, S López, JF López, R Sarmiento IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 37 | 2019 |
A multispectral camera development: From the prototype assembly until its use in a UAV system A Morales, R Guerra, P Horstrand, M Diaz, A Jimenez, J Melian, S Lopez, ... Sensors 20 (21), 6129, 2020 | 36 | 2020 |
A computationally efficient algorithm for fusing multispectral and hyperspectral images R Guerra, S López, R Sarmiento IEEE Transactions on Geoscience and Remote Sensing 54 (10), 5712-5728, 2016 | 25 | 2016 |
A novel hyperspectral anomaly detection algorithm for real-time applications with push-broom sensors P Horstrand, M Díaz, R Guerra, S López, JF López IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 21 | 2019 |
Fpga-based on-board hyperspectral imaging compression: Benchmarking performance and energy efficiency against gpu implementations J Caba, M Díaz, J Barba, R Guerra, JA de la Torre, S López Remote Sensing 12 (22), 3741, 2020 | 20 | 2020 |
A line-by-line fast anomaly detector for hyperspectral imagery M Díaz, R Guerra, P Horstrand, S López, R Sarmiento IEEE Transactions on Geoscience and Remote Sensing 57 (11), 8968-8982, 2019 | 20 | 2019 |
A GPU-based processing chain for linearly unmixing hyperspectral images E Martel, R Guerra, S Lopez, R Sarmiento IEEE journal of selected topics in applied earth observations and remote …, 2016 | 18 | 2016 |
On the evaluation of different high-performance computing platforms for hyperspectral imaging: An OpenCL-based approach R Guerra, E Martel, J Khan, S Lopez, P Athanas, R Sarmiento IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 17 | 2017 |
A hardware-friendly hyperspectral lossy compressor for next-generation space-grade field programmable gate arrays R Guerra, Y Barrios, M Díaz, A Baez, S López, R Sarmiento IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 14 | 2019 |
Real-time hyperspectral data transmission for UAV-based acquisition platforms JM Melián, A Jiménez, M Díaz, A Morales, P Horstrand, R Guerra, ... Remote Sensing 13 (5), 850, 2021 | 12 | 2021 |
FPGA-Based implementation of a CNN architecture for the on-Board processing of very high-resolution remote sensing images R Neris, A Rodríguez, R Guerra, S López, R Sarmiento IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 11 | 2022 |