Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization. - Antonio Plaza; Javier Plaza; Gabriel Martín (ICIP, 2009)

Analysis of Different Strategies for Incorporating Spatial Information in the Design of Endmember Extraction Algorithms from Hyperspectral Data. - Gabriel Martín; Antonio Plaza; Maciel Zortea (IGARSS (4), 2009)

On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison. - Antonio J. Plaza; Gabriel Martín; Maciel Zortea (WHISPERS, 2009)

Spatial preprocessing for endmember extraction using unsupervised clustering and orthogonal subspace projection concepts. - Gabriel Martín; Antonio J. Plaza (IGARSS, 2010)

Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units. - Sergio Sánchez; Gabriel Martín; Antonio J. Plaza (IGARSS, 2010)

Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs. - Sergio Sánchez; Gabriel Martín; Abel Paz; Antonio Plaza; Javier Plaza (Real-Time Image and Video Processing, 2010)

Spatial-spectral preprocessing for volume-based endmember extraction algorithms using unsupervised clustering. - Gabriel Martín; Antonio J. Plaza (WHISPERS, 2010)

Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data. - Gabriel Martín; Antonio Plaza; Maciel Zortea (IGARSS, 2011)

On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption. - Gabriel Martín; Javier Plaza; Antonio J. Plaza (WHISPERS, 2011)

Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units. - Sergio Sánchez; Abel Paz; Gabriel Martín; Antonio Plaza (Concurr. Comput. Pract. Exp., 2011)

Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing. - Gabriel Martín; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2011)

HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques. - Luis-Ignacio Jimenez; Gabriel Martín; Antonio Plaza (IGARSS, 2012)

Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2012)

On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms. - Javier Plaza; Eligius M. T. Hendrix; Inmaculada García; Gabriel Martín; Antonio Plaza (J. Math. Imaging Vis., 2012)

Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data. - Gabriel Martín; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data. - Eligius M. T. Hendrix; Inmaculada García; Javier Plaza; Gabriel Martín; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2012)

A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio J. Plaza; Guillermo Botella; Manuel Prieto-Matías (EUROCON, 2015)

GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio J. Plaza; Vítor Silva 001 (IGARSS, 2015)

GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio J. Plaza (IGARSS, 2015)

Hyperspectral compressive sensing from spectral projections. - Gabriel Martín; José M. Bioucas-Dias (IGARSS, 2015)

B-HYCA: Blind hyperspectral compressive sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio J. Plaza (IGARSS, 2015)

FPGA-based architecture for hyperspectral unmixing. - José M. P. Nascimento; Mário P. Véstias; Gabriel Martín (IGARSS, 2015)

GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (WHISPERS, 2015)

Hyperspectral compressive acquisition in the spatial domain via blind factorization. - Gabriel Martín; José M. Bioucas-Dias (WHISPERS, 2015)

HYCA: A New Technique for Hyperspectral Compressive Sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2015)

On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio Plaza (IGARSS, 2016)

Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units. - Luis-Ignacio Jimenez; Gabriel Martín; Sergio Sánchez; Javier Plaza; Antonio Plaza (IGARSS, 2016)

Hyperspectral image reconstruction from random projections on GPU. - Jorge Sevilla; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias (IGARSS, 2016)

Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm. - Sergio Bernabé; Gabriel Martín; Guillermo Botella; Manuel Prieto-Matías; Antonio Plaza (Real-Time Image and Video Processing, 2016)

GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing. - Luis-Ignacio Jimenez; Gabriel Martín; Sergio Sánchez; Carlos García 001; Sergio Bernabé; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2016)

Parallel Hyperspectral Unmixing Method via Split Augmented Lagrangian on GPU. - Jorge Sevilla; Gabriel Martín; José M. P. Nascimento (IEEE Geosci. Remote. Sens. Lett., 2016)

Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Hyperspectral Blind Reconstruction From Random Spectral Projections. - Gabriel Martín; José M. Bioucas-Dias (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spatial-spectral hyperspectral image compressive sensing. - Gabriel Martín; José M. Bioucas-Dias (IGARSS, 2017)

Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL. - Sergio Bernabé; Guillermo Botella; Gabriel Martín; Manuel Prieto-Matías; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units. - Luis-Ignacio Jimenez; Sergio Sánchez; Gabriel Martín; Javier Plaza; Antonio J. Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Hyperspectral Compressive Sensing on Low Energy Consumption Board. - José M. P. Nascimento; Gabriel Martín (IGARSS, 2018)

Hyperspectral Compressive Sensing With a System-On-Chip FPGA. - José M. P. Nascimento; Mário P. Véstias; Gabriel Martín (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning. - Gabriel Martín; Sivasakthy Selvakumaran; Andrea Marinoni; Zahra Sadeghi; Campbell R. Middleton (IGARSS, 2021)

Blind Source Separation for MT-InSAR Analysis With Structural Health Monitoring Applications. - Gabriel Martín; Andrew Hooper; Tim J. Wright; Sivasakthy Selvakumaran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)