J. Nascimento,
G. Martin Martin,
Nonlinear Spectral Unmixing,
Chapter in,
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Jose Manuel Amigo,
Elsevier Science,
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2019
G. Martin Martin,
J. Nascimento,
J. Bioucas-Dias,
14 - Parallel coded aperture method for hyperspectral compressive sensing on GPU,
Chapter in,
Compressive Sensing of Earth Observations,
C.H. Chen,
Taylor & Francis,
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2017
J. Nascimento,
J. Bioucas-Dias,
Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation,
Chapter in,
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Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred,
Elsevier Science,
2013
J. Nascimento,
J. Bioucas-Dias,
Signal Subspace Identification in Hyperspecral Imagery,
Chapter in,
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C.H. Chen,
CRC Press,
2012
J. Nascimento,
J. Bioucas-Dias,
Unmixing Hyperspectral Data: Independent and Dependent Component Analysis,
Chapter in,
Hyperspectral Data Exploitation: Theory and Applications,
Chein-I Chang,
John Wiley & Sons,
2007
J. Bioucas-Dias,
J. Nascimento,
Vertex component analysis: a geometric-based approach to unmix hyperspectral data,
Chapter in,
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Chein-I Chang,
John Wiley & Sons,
2006
H. Harkat,
J. Nascimento,
A. Bernardino Bernardino,
H. Ahmed,
Fire images classification based on a handcraft approach,
Expert Systems with Applications,
Vol. 212,
No. 0,
pp. 118594 - 118594,
August,
2022,
| Abstract
| BibTex
H. Harkat,
J. Nascimento,
A. Bernardino Bernardino,
H. Ahmed,
Assessing the Impact of the Loss Function and Encoder Architecture for Fire Aerial Images Segmentation Using Deeplabv3+,
Remote Sensing,
Vol. 14,
No. 9,
pp. 2023 - 2023,
April,
2022,
| Abstract
| BibTex
J. Nascimento,
M. Véstias,
G. Martin Martin,
Hyperspectral Compressive Sensing with a System-On-Chip FPGA,
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,
Vol. 13,
No. -,
pp. 3701 - 3710,
July,
2020,
| Abstract
| BibTex
J. Cedillo,
G. Martin Martin,
J. Nascimento,
Parallel Hyperspectral Unmixing Method via Split Augmented Lagrangian on GPU,
IEEE Geoscience and Remote Sensing Letters,
Vol. 13,
No. 5,
pp. 626 - 630,
March,
2016,
| Abstract
| BibTex
J. Nascimento,
M. Véstias,
System-on-chip field programmable gate array design for onboard real-time hyperspectral unmixing,
Journal of Applied Remote Sensing,
Vol. 10,
No. 1,
pp. 1 - 17,
January,
2016,
| Abstract
| BibTex
S. B. G. Garcia,
G. Martin Martin,
J. Nascimento,
J. Bioucas-Dias,
V. Silva,
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs,
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,
Vol. 9,
No. 2,
pp. 932 - 944,
May,
2015,
| Abstract
| BibTex
H. Harkat,
J. Nascimento,
A. Bernardino Bernardino,
H. Ahmed,
Fire images classification using high order statistical features,
ADAI International Conference on Forest Fire Research ICFFR,
Coimbra,
Portugal,
November,
2022
| Full text (PDF 414 KBs)
| BibTex
J. Nascimento,
H. Harkat,
A. Bernardino Bernardino,
H. Ahmed,
Fire image detection based on clustering data mining techniques,
SPIE,
Berlin,
Germany,
September,
2022
| BibTex
J. Nascimento,
A. Bernardino Bernardino,
R. Ribeiro,
H. Harkat,
G. Cruz,
D. Silva Silva,
Towards the Automation of Wildfire Monitoring with Aerial Vehicles: The FIREFRONT Project,
International Conf. on Pattern Recognition - ICPR,
Montereal,
Canada,
August,
2022,
| Abstract
| BibTex
H. Harkat,
J. Nascimento,
A. Bernardino Bernardino,
Fire segmentation using a SqueezeSegv2,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Conference online,
September,
2021,
| Abstract
| BibTex
H. Harkat,
J. Nascimento,
A. Bernardino Bernardino,
Fire segmentation using a DeepLabv3+ architecture,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Only online,
United Kingdom,
Vol. 1533,
pp. 134 - 145,
September,
2020,
| Abstract
| Full text (PDF 1 MB)
| BibTex
J. Nascimento,
M. Véstias,
Hyperspectral Compressive Sensing - A Comparison of embedded GPU and ARM implementations,
SPIE Security + Defence,
Strasbourg,
France,
Vol.,
pp. - - -,
September,
2019
| BibTex
J. Nascimento,
M. Véstias,
Low Power Compressive Sensing for Hyperspectral Imagery,
Conf. on Telecommunications - ConfTele,
Lisbon,
Portugal,
June,
2019,
| Abstract
| BibTex
J. Nascimento,
M. Véstias,
R. Duarte,
Hyperspectral Compressive Sensing - A Low Power Consumption Approach,
Europe Remote Sensing - SPIE,
Berlim,
Germany,
Vol. 10792,
pp. - - -,
September,
2018,
| Abstract
| BibTex
J. Nascimento,
G. Martin Martin,
Hyperspectral Compressive Sensing On Low Energy Consumption Board,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Valencia,
Spain,
July,
2018,
| Abstract
| BibTex
J. Nascimento,
G. Martin Martin,
On the use of Jetson TX1 board for Parallel Hyperspectral Compressive Sensing,
Europe Remote Sensing - SPIE,
warsaw,
Poland,
Vol. 10430,
pp. - - -,
September,
2017,
| Abstract
| BibTex
J. Cedillo,
J. Nascimento,
G. Martin Martin,
Parallel hyperspectral image reconstruction using random projections,
Europe Remote Sensing - SPIE,
Edinburgh,
United Kingdom,
Vol. -,
pp. - - -,
September,
2016,
| Abstract
| BibTex
J. Cedillo,
G. Martin Martin,
J. Nascimento,
HYPERSPECTRAL IMAGE RECONSTRUCTION FROM RANDOM PROJECTIONS ON GPU,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Beijin,
China,
Vol. -,
pp. - - -,
July,
2016,
| Abstract
| BibTex
J. Cedillo,
J. Bioucas-Dias,
G. Martin Martin,
J. Nascimento,
Hyperspectral image reconstruction from random projections on GPUs,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Beijing,
China,
Vol. PP,
pp. 1 - 4,
July,
2016
| BibTex
J. Cedillo,
J. Nascimento,
Parallel GPU Architecture for hyperspectral unmixing based on augmented Lagrangian method,
International Conf. on Computer as a Tool - Eurocon,
Salamanca,
Spain,
Vol. -,
pp. 1 - 6,
September,
2015,
| Abstract
| BibTex
S. B. G. Garcia,
G. Martin Martin,
J. Nascimento,
J. Bioucas-Dias,
A. Plaza,
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A Fast Parallel Hyperspectral Coded Aperture Algorithm for Compressive Sensing Using OpenCL,
International Conf. on Computer as a Tool - Eurocon,
Salamanca,
Spain,
Vol. --,
pp. -- - --,
September,
2015,
| Abstract
| Full text (PDF 157 KBs)
| BibTex
J. Nascimento,
MV Vestias,
Real-time Hyperspectral Unmixing on Low Cost FPGA,
Conf. on Telecommunications - ConfTele,
Aveiro,
Portugal,
Vol. -,
pp. - - -,
September,
2015,
| Abstract
| BibTex
S. B. G. Garcia,
G. Martin Martin,
J. Nascimento,
J. Bioucas-Dias,
V. Silva,
A. Plaza,
GPU IMPLEMENTATION OF A HYPERSPECTRAL CODED APERTURE ALGORITHM FOR COMPRESSIVE SENSING,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Milan,
Italy,
Vol. -,
pp. - - -,
July,
2015
| BibTex
J. Nascimento,
MV Vestias,
G. Martin Martin,
FPGA-based Architecture for Hyperspectral Unmixing,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Milan,
Italy,
Vol. -,
pp. 1761 - 1764,
July,
2015
| BibTex
S. B. G. Garcia,
G. Martin Martin,
J. Nascimento,
J. Bioucas-Dias,
A. Plaza,
V. Silva,
GPU IMPLEMENTATION OF A CONSTRAINED HYPERSPECTRAL CODED APERTURE ALGORITHM FOR COMPRESSIVE SENSING,
IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS,
Tokyo,
Japan,
Vol. -,
pp. - - -,
June,
2015,
| Abstract
| BibTex
JPJR Rosário,
J. Nascimento,
MV Vestias,
FPGA-based Architecture for Hyperspectral Endmember Extraction,
Europe Remote Sensing - SPIE,
Amesterdam,
Netherlands,
Vol. 9247,
pp. 924703 - 924703-11,
September,
2014,
| Abstract
| BibTex
A. Cigarro Matos,
A. Lourenço,
J. Nascimento,
Biometric Recognition System Using Low Bandwidth ECG Signals,
International Conf. on E-Health Networking, Applications and Services - HealthCom,
Lisbon,
Portugal,
Vol. ?,
pp. ? - ?,
October,
2013,
| Abstract
| BibTex
A. Cigarro Matos,
A. Lourenço,
J. Nascimento,
Embedded System for ECG Biometrics,
International Congress on Cardiovasular Technologies - CARDIOTECHNIX,
Vilamoura,
Portugal,
Vol. ?,
pp. ? - ?,
September,
2013,
| Abstract
| BibTex
J.M.R.A Alves,
J. Nascimento,
J. Bioucas-Dias,
V. Silva,
A. Plaza,
Parallel Implementation of Vertex Component Analysis for Hyperspectral Endmember Extraction,
IEEE International Geoscience and Remote Sensing Symp.- IGARSS,
Munich,
Germany,
Vol. -,
pp. 4078 - 4081,
July,
2012,
| Abstract
| BibTex
J.M.R.A Alves,
J. Nascimento,
A. Plaza,
S.S Sanchez,
J. Bioucas-Dias,
V. Silva,
Vertex Component Analysis GPU-based Implementation for Hyperspectral Unmixing,
IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS,
Shanghai,
China,
Vol. -,
pp. 1 - 4,
June,
2012,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Hyperspectral Unmixing with Simultaneous Dimensionality Estimation,
International Conf. on Pattern Recognition Applications and Methods - ICPRAM,
Vilamoura,
Portugal,
Vol. -,
pp. 438 - 444,
February,
2012,
| Abstract
| BibTex
J R Rosário,
A. Lourenço,
J. Nascimento,
A Toolbox for Hyperspectral Image Analysis,
Conf. on Electronics, Telecommunications and Computers - CETC,
Lisbon,
Portugal,
Vol. -,
pp. - - -,
November,
2011,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Unmixing Hyperspectral Intimate Mixtures,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Toulouse,
France,
Vol. 7830,
pp. 78300C - 78300C-8,
September,
2010,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Nonlinear Mixture Model for Hyperspectral Unmixing,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Berlin,
Germany,
Vol. 7477,
pp. 74770I - 74770I-8,
September,
2009,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Learning Dependent Sources using Mixtures of Dirichlet: Applications on Hyperspectral Unmixing,
IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS,
Grenoble,
France,
Vol. -,
pp. 1 - 5,
August,
2009,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Separação de Dados Hiperespectrais por Análise de Componentes Dependentes,
Jornadas de Engenharia de Electrónica e Telecomunicações e de Computadores do ISEL,
lisbon,
Portugal,
Vol. -,
pp. - - -,
November,
2008,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Separação de Dados Hiperespectrais Baseada na Análise de Vértices de um Simplex,
Jornadas de Engenharia de Electrónica e Telecomunicações e de Computadores do ISEL,
Lisbon,
Portugal,
Vol. -,
pp. - - -,
November,
2008,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
New Developments on VCA Unmixing Algorithm,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Cardiff,
United Kingdom,
Vol. 7109,
pp. 71090F - 71090F-9,
September,
2008,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Estimação do Subespaço de Sinal em Dados Hiperespectrais,
Jornadas Científico-Pedagógicas em Engenharia Electrotécnica e Electrónica,
Lisbon,
Portugal,
Vol. CD rom,
pp. - - -,
November,
2005,
| Abstract
| BibTex
J. Bioucas-Dias,
J. Nascimento,
J. Nascimento,
Signal subspace identification in hyperspectral linear mixtures,
SPIE - Conf. on Image and Signal Processing for Remote Sensing,
Bruges,
Belgium,
Vol. SPIE-5982,
pp. 191 - 198,
September,
2005
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Signal Subspace Identification in Hyperspectral Linear Mixtures,
Iberian Conf. on Pattern Recognition and Image Analysis,
Estoril,
Portugal,
Vol. 3523,
pp. 207 - 214,
June,
2005,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?,
Iberian Conf. on Pattern Recognition and Image Analysis,
Puerto de Andratx,
Spain,
Vol. LNCS - 2652,
pp. 616 - 625,
June,
2003,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Vertex Component Analysis: A fast algorithm to extract endmembers spectra from Hyperspectral data,
Iberian Conf. on Pattern Recognition and Image Analysis,
Puerto de Andratx,
Spain,
Vol. LNCS - 2652,
pp. 626 - 635,
June,
2003,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Fast Unsupervised Technique for Extraction of Endmembers Spectra from Hyperspectral Data,
Conf. on Telecommunications - ConfTele,
Aveiro,
Portugal,
Vol. I,
pp. 537 - 540,
June,
2003,
| Abstract
| BibTex
J. Nascimento,
J. Bioucas-Dias,
Classificação Não-Supervisionada de Dados Hiperespectrais Usando Análise em Componentes Independentes,
Conf. on Electronics, Telecommunications and Computers - CETC,
Lisbon,
Portugal,
Vol. on CD-rom,
pp. 0 - 0,
May,
2002,
| Abstract
| BibTex
J. Nascimento,
J. S. Marques,
An Algorithm for the Estimation of 3D Surfaces Using Competitive Learning,
Ibero-American Symp. on Pattern Recognition - SIARP,
Lisbon,
Portugal,
Vol. I,
pp. 139 - 146,
September,
2000,
| Abstract
| BibTex
J. Nascimento,
J. S. Marques,
Estimation of 3D Shapes Using Active Surface Models,
Portuguese Conf. on Pattern Recognition - RecPad,
Oporto,
Portugal,
Vol. I,
pp. 439 - 441,
May,
2000,
| Abstract
| BibTex
J. Nascimento,
J. S. Marques,
Estimação de Superfícies Tridimensionais com Modelos Activos,
Jornadas de Engenharia de Telecomunicações e Computadores,
Lisbon,
Portugal,
Vol. II,
pp. 21 - 26,
October,
1999,
| Abstract
| BibTex