Gabriel Martín

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 25

Top Topics

Parallel Implementation

Compressive Sensing

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Gabriel Martín, Andrew Hooper, Tim J. Wright, Sivasakthy Selvakumaran
Blind Source Separation for MT-InSAR Analysis With Structural Health Monitoring Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Gabriel Martín, Sivasakthy Selvakumaran, Andrea Marinoni, Zahra Sadeghi, Campbell R. Middleton
Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning. IGARSS (2021)
José M. P. Nascimento, Mário P. Véstias, Gabriel Martín
Hyperspectral Compressive Sensing With a System-On-Chip FPGA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
José M. P. Nascimento, Gabriel Martín
Hyperspectral Compressive Sensing on Low Energy Consumption Board. IGARSS (2018)
Sergio Bernabé, Guillermo Botella, Gabriel Martín, Manuel Prieto-Matías, Antonio Plaza
Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Gabriel Martín, José M. Bioucas-Dias
Spatial-spectral hyperspectral image compressive sensing. IGARSS (2017)
Luis-Ignacio Jimenez, Sergio Sánchez, Gabriel Martín, Javier Plaza, Antonio J. Plaza
Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units. IGARSS (2016)
Sergio Bernabé, Gabriel Martín, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm. Real-Time Image and Video Processing (2016)
Jorge Sevilla, Gabriel Martín, José M. P. Nascimento
Parallel Hyperspectral Unmixing Method via Split Augmented Lagrangian on GPU. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Javier Plaza, Antonio Plaza
Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units. IGARSS (2016)
Gabriel Martín, José M. Bioucas-Dias
Hyperspectral Blind Reconstruction From Random Spectral Projections. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Jorge Sevilla, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias
Hyperspectral image reconstruction from random projections on GPU. IGARSS (2016)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Carlos García, Sergio Bernabé, Javier Plaza, Antonio Plaza
GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
José M. P. Nascimento, Mário P. Véstias, Gabriel Martín
FPGA-based architecture for hyperspectral unmixing. IGARSS (2015)
Gabriel Martín, José M. Bioucas-Dias
Hyperspectral compressive sensing from spectral projections. IGARSS (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS (2015)
Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
B-HYCA: Blind hyperspectral compressive sensing. IGARSS (2015)
Gabriel Martín, José M. Bioucas-Dias
Hyperspectral compressive acquisition in the spatial domain via blind factorization. WHISPERS (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON (2015)
Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
HYCA: A New Technique for Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 53 (5) (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. WHISPERS (2015)
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio J. Plaza
GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data. IGARSS (2015)
Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. EUSIPCO (2013)
Javier Plaza, Eligius M. T. Hendrix, Inmaculada García, Gabriel Martín, Antonio Plaza
On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms. J. Math. Imaging Vis. 42 (2-3) (2012)
Luis-Ignacio Jimenez, Gabriel Martín, Antonio Plaza
HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques. IGARSS (2012)
Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. IGARSS (2012)
Gabriel Martín, Antonio Plaza
Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (2) (2012)
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Gabriel Martín, Antonio Plaza
A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 50 (7) (2012)
Gabriel Martín, Antonio Plaza
Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 8 (4) (2011)
Sergio Sánchez, Abel Paz, Gabriel Martín, Antonio Plaza
Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units. Concurr. Comput. Pract. Exp. 23 (13) (2011)
Gabriel Martín, Antonio Plaza, Maciel Zortea
Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data. IGARSS (2011)
Gabriel Martín, Javier Plaza, Antonio J. Plaza
On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption. WHISPERS (2011)
Gabriel Martín, Antonio J. Plaza
Spatial-spectral preprocessing for volume-based endmember extraction algorithms using unsupervised clustering. WHISPERS (2010)
Sergio Sánchez, Gabriel Martín, Antonio J. Plaza
Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units. IGARSS (2010)
Gabriel Martín, Antonio J. Plaza
Spatial preprocessing for endmember extraction using unsupervised clustering and orthogonal subspace projection concepts. IGARSS (2010)
Sergio Sánchez, Gabriel Martín, Abel Paz, Antonio Plaza, Javier Plaza
Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs. Real-Time Image and Video Processing (2010)
Antonio Plaza, Javier Plaza, Gabriel Martín
Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization. ICIP (2009)
Antonio J. Plaza, Gabriel Martín, Maciel Zortea
On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison. WHISPERS (2009)
Gabriel Martín, Antonio Plaza, Maciel Zortea
Analysis of Different Strategies for Incorporating Spatial Information in the Design of Endmember Extraction Algorithms from Hyperspectral Data. IGARSS (4) (2009)