SERGIO
BERNABÉ GARCÍA
Profesor contratado doctor
Publications (47) Publications de SERGIO BERNABÉ GARCÍA
2023
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Accelerating the ATDCA Algorithm for Endmember Extraction from Hyperspectral Imagery with Intel oneAPI for FPGAs
Proceedings - 2023 33rd International Conference on Field-Programmable Logic and Applications, FPL 2023
2022
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FPGA Implementation of a Hardware Optimized Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis
IEEE Geoscience and Remote Sensing Letters, Vol. 19
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SunMap: A Solar Image Processing Software for Obtaining Synoptic Maps
Solar Physics, Vol. 297, Núm. 8
2021
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Portability and Acceleration of Deep Learning Inferences to Detect Rapid Earthquake Damage from VHR Remote Sensing Images Using Intel OpenVINO Toolkit
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 6906-6915
2020
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An accurate vegetation and non-vegetation differentiation approach based on land cover classification
Remote Sensing, Vol. 12, Núm. 23, pp. 1-29
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Deep learning for land cover classification using only a few bands
Remote Sensing, Vol. 12, Núm. 12
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Improving land cover classification using extended multi-attribute profiles (EMAP) enhanced color, near infrared, and LiDAR data
Remote Sensing, Vol. 12, Núm. 9
2019
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A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images
IEEE Geoscience and Remote Sensing Letters, Vol. 16, Núm. 12, pp. 1869-1873
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Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters, Vol. 16, Núm. 5, pp. 776-780
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Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis
International Geoscience and Remote Sensing Symposium (IGARSS)
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Performance of change detection algorithms using heterogeneous images and Extended Multi-Attribute Profiles (EMAPs)
Remote Sensing, Vol. 11, Núm. 20
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Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 11, pp. 9499-9511
2018
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Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain
IEEE Geoscience and Remote Sensing Letters, Vol. 15, Núm. 5, pp. 744-748
2017
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Parallel implementation of a full hyperspectral unmixing chain using OpenCL
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, Núm. 6, pp. 2452-2461
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Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing
IEEE Geoscience and Remote Sensing Letters, Vol. 14, Núm. 3, pp. 304-308
2016
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FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, Núm. 9, pp. 4334-4343
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GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing
IEEE Geoscience and Remote Sensing Letters, Vol. 13, Núm. 11, pp. 1671-1675
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OpenCL-library-based implementation of SCLSU algorithm for remotely sensed hyperspectral data exploitation: ClMAGMA versus viennaCL
Proceedings of SPIE - The International Society for Optical Engineering
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Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, Núm. 2, pp. 932-944
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Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm
Proceedings of SPIE - The International Society for Optical Engineering