Vertex Component Analysis: A Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data. - José M. P. Nascimento; José M. B. Dias (IbPRIA, 2003)

Signal Subspace Identification in Hyperspectral Linear Mixtures. - José M. P. Nascimento; José M. B. Dias (IbPRIA (2), 2005)

Does independent component analysis play a role in unmixing hyperspectral data? - José M. P. Nascimento; José M. B. Dias (IEEE Trans. Geosci. Remote. Sens., 2005)

Vertex component analysis: a fast algorithm to unmix hyperspectral data. - José M. P. Nascimento; José M. B. Dias (IEEE Trans. Geosci. Remote. Sens., 2005)

Dependent Component Analysis: A Hyperspectral Unmixing Algorithm. - José M. P. Nascimento; José M. Bioucas-Dias (IbPRIA (2), 2007)

Hyperspectral signal subspace estimation. - José M. P. Nascimento; José M. Bioucas-Dias (IGARSS, 2007)

Hyperspectral unmixing algorithm via dependent component analysis. - José M. P. Nascimento; José M. Bioucas-Dias (IGARSS, 2007)

Hyperspectral Subspace Identification. - José M. Bioucas-Dias; José M. P. Nascimento (IEEE Trans. Geosci. Remote. Sens., 2008)

Learning dependent sources using mixtures of Dirichlet: Applications on hyperspectral unmixing. - José M. P. Nascimento; José M. Bioucas-Dias (WHISPERS, 2009)

Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. - José M. P. Nascimento; José M. Bioucas-Dias (ICPRAM (1), 2012)

Parallel implementation of vertex component analysis for hyperspectral endmember extraction. - José M. Rodriguez Alves; José M. P. Nascimento; José M. Bioucas-Dias; Vítor Silva 001; Antonio Plaza (IGARSS, 2012)

Vertex component analysis GPU-based implementation for hyperspectral unmixing. - José M. Rodriguez Alves; José M. P. Nascimento; Antonio J. Plaza; Sergio Sánchez; José M. Bioucas-Dias; Vítor Silva 001 (WHISPERS, 2012)

Hyperspectral Unmixing Based on Mixtures of Dirichlet Components. - José M. P. Nascimento; José M. Bioucas-Dias (IEEE Trans. Geosci. Remote. Sens., 2012)

Biometric recognition system using low bandwidth ECG signals. - Andre Cigarro Matos; André Lourenço; José M. P. Nascimento (Healthcom, 2013)

Parallel sparse unmixing of hyperspectral data. - José M. Rodriguez Alves; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (IGARSS, 2013)

Parallel Hyperspectral Unmixing on GPUs. - José M. P. Nascimento; José M. Bioucas-Dias; José M. Rodriguez Alves; Vítor Silva 001; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2014)

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)

Parallel GPU architecture for hyperspectral unmixing based on augmented Lagrangian method. - Jorge Sevilla; José M. P. Nascimento (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)

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

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)

Fire Detection using Deeplabv3+ with Mobilenetv2. - Houda Harkat; José M. P. Nascimento; Alexandre Bernardino (IGARSS, 2021)

Towards the Automation of Wildfire Monitoring with Aerial Vehicles: The FIREFRONT Project. - Ricardo A. Ribeiro; Alexandre Bernardino; Gonçalo Cruz; Diogo Silva; Luís Félix; João Caetano; Duarte Folgado; João Francisco; Nuno Simões 003; Carlos Viegas 001; Domingos Xavier Viegas; Houda Harkat; et al. (ICPR Workshops (2), 2022)

Assessing the Impact of the Loss Function and Encoder Architecture for Fire Aerial Images Segmentation Using Deeplabv3+. - Houda Harkat; José M. P. Nascimento; Alexandre Bernardino; Hasmath Farhana Thariq Ahmed (Remote. Sens., 2022)

Fire images classification based on a handcraft approach. - Houda Harkat; José M. P. Nascimento; Alexandre Bernardino; Hasmath Farhana Thariq Ahmed (Expert Syst. Appl., 2023)