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Identification

Personal identification

Full name
Armando Manuel Garcia da Silva Fernandes

Citation names

  • Fernandes, Armando
  • AM Fernandes
  • Fernandes, Armando M

Author identifiers

Ciência ID
D01A-0FE0-DD2A
ORCID iD
0000-0001-7850-0847

Knowledge fields

  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2005
Concluded
 Doutoramento em Engenharia Física Tecnológica (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Forest Fire Detection by Analysis of Backscattered Laser Radiation" (THESIS/DISSERTATION)
 Aprovado por unanimidade
1997
Concluded
 Licenciatura em Engenharia Física Tecnológica (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Development of spin-valve sensors using NiO; Development of an equipment to measure magnetoresistance; Study on the fabrication of inductive heads for magnetic recording " (THESIS/DISSERTATION)
 16/20 Valores
Affiliation

Science

Category
Host institution 		Employer
2020 - Current Contracted Researcher (Research) INOV INESC INOVAÇÃO - Instituto de Novas Tecnologias, Portugal
2018 - 2020 Postdoc (Research) INOV INESC INOVAÇÃO - Instituto de Novas Tecnologias, Portugal

Others

Category
Host institution 		Employer
2015/10/01 - 2018/09/30 Post-Doctoral Grant From Fundação para a Ciência e a Tecnologia INOV INESC INOVAÇÃO - Instituto de Novas Tecnologias, Portugal
2014/01/01 - 2015/06/30 Post-doctoral grant from European project Bachberry Associated Laboratory for Energy Transports and Aeronautics, Portugal
2009 - 2013 Auxiliary researcher with contract from program Ciência 2008 Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal
2008/02/01 - 2009/06/30 Auxiliary researcher with contract from program Ciência 2007 CENTRIA - Faculdade de Ciência e Tecnologia - Universidade Nova de Lisboa, Portugal
2006/09/01 - 2008/01/31 Postdoctoral grant from Fundação para a Ciência e a Tecnologia CENTRIA - Faculdade de Ciência e Tecnologia - Universidade Nova de Lisboa, Portugal
2001/01/01 - 2005/08/31 PhD Student with grant from Fundação para a Ciência e a Tecnologia Universidade de Lisboa Instituto Superior Técnico, Portugal
1998/09/01 - 2000/12/31 Medical equipment maintenance and installation engineer Philips Portuguesa – Divisão de Sistemas Médicos, Portugal
1997/09/01 - 1998/08/31 Product technology engineer Siemens - Semicondutores S.A., Portugal
1996/03/01 - 1997/08/31 Trainee Instituto de Engenharia de Sistemas e Computadores, Portugal
1995/08/01 - 1995/10/01 Trainee Instituto de Engenharia de Sistemas e Computadores, Portugal
1993/03/01 - 1993/09/01 Trainee Laboratório Nacional de Engenharia Civil, Portugal
Projects

Grant

Designation Funders
2023/02/01 - 2026/01/31 Applying New solutions for Cultural Heritage protection by Innovative, Scientific, social and economic Engagement
Grant agreement ID: 101094824
Researcher
Ongoing
2020/01 - 2023/12 Deteção Automática Precoce de Incêndios Florestais Utilizando Redes Neuronais de Aprendizagem Residual
154952PRJ
PCIF/MPG/0051/2018
Principal investigator
INOV INESC INOVAÇÃO - Instituto de Novas Tecnologias, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2006/09 - 2008/01 WATER EDDY DETECTION IN SEA SURFACE TEMPERATURE MAPS USING FUZZY CLUSTERING
19115DFA
 Fundação para a Ciência e a Tecnologia
2001/01 - 2004/12 DETECÇÃO REMOTA DE INCÊNDIOS FLORESTAIS POR RETRODIFUSÃO DE RADIAÇÃO LASER
10748DFA
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2018/10/01 - 2019/12/31 Advanced Low Flying Aircrafts Detection and Tracking (Alfa)
Project number 700002
Post-doc Fellow
INOV INESC INOVAÇÃO - Instituto de Novas Tecnologias, Portugal
Concluded
2014/01/01 - 2015/06/30 Bacterial Hosts for Production of Bioactive Phenolics from Berry fruits (BachBerry).
Grant agreement ID: 613793
 European Commission Seventh Framework Programme for Research and Technological Development
2012/04/01 - 2013/12/31 Hyper - Aplicação de Imagem Hiperespectral e Redes Neuronais à Viticultura
PTDC/EEA-AUT/121056/2010
121056PRJ
Post-doc
Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal

Universidade de Trás-os-Montes e Alto Douro, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2008/02/01 - 2009/05/30 Aprendizagem Automática de Padrões Espacio-Temporais de Fenómenos Oceanográficos
PTDC/EIA/68183/2006
68183PRJ
Post-doc Fellow
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal

Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/09/01 - 2007/08/31 Detecção remota de vórtices de Água Mediterrânica no Atlântico Nordeste RENA
PDCTE/CTA/49945/2003
Post-doc Fellow
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Fernandes, Armando; Gomes, Véronique; Melo-Pinto, Pedro. "A Review of the Application to Emergent Subfields in Viticulture of Local Reflectance and Interactance Spectroscopy Combined with Soft Computing and Multivariate Analysis". In Soft Computing for Sustainability Science, 87-115. Springer International Publishing, 2017.
    Published • 10.1007/978-3-319-62359-7_5
Conference paper
  1. Mendes, Filipe; Fernandes, Armando M.; Fernandes, Luis; Piedade, Fernando; Chaves, Paulo. "Study on the Application of EfficientDet to Real-Time Classification of Infrared Images from Video Surveillance". Paper presented in International Conference on Electrical, Computer and Energy Technologies (ICECET), 2022.
    10.1109/icecet55527.2022.9872921
  2. Gomes, Veronique M.; Fernandes, Armando M.; Faia, Arlete; Melo-Pinto, Pedro. "Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies". 2014.
    10.1109/cies.2014.7011850
  3. Fernandes, A.M.. "Detection of a large number of overlapping ellipses immersed in noise". Paper presented in International Symposium on Visual Computing, 2008.
    Published • 10.1007/978-3-540-89639-5_1
  4. Fernandes, A.; Nascimento, S.. "Automatic water eddy detection in SST maps using random ellipse fitting and vectorial fields for image segmentation". Paper presented in 9th International Conference in Discovery Science, 2006.
    Published
  5. Vilar, R.; Lavrov, A.; Utkin, A.; Fernandes, A.. "Comparison of eye-safe UV and IR lidar for small forest-fire detection". Paper presented in Proceedings of Remote Sensing for Agriculture, Ecosystems, and Hydrology III,, 2002.
    Published • 10.1117/12.454207
Journal article
  1. Fernandes, Armando; Utkin, Andrei; Chaves, Paulo. "Enhanced Automatic Wildfire Detection System Using Big Data and EfficientNets". Fire 7 8 (2024): 286. https://doi.org/10.3390/fire7080286.
    10.3390/fire7080286
  2. Filipe Monteiro; Vasco Bexiga; Paulo Chaves; Joaquim Godinho; David Henriques; Pedro Melo-Pinto; Tiago Nunes; et al. "Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning". Remote Sensing (2023): https://www.mdpi.com/2072-4292/15/16/3952.
    Open access • 10.3390/rs15163952
  3. Fernandes, Armando M; Utkin, Andrei B; Chaves, Paulo. "Automatic early detection of wildfire smoke with visible-light cameras and EfficientDet". Journal of Fire Sciences 41 4 (2023): 122-135. http://dx.doi.org/10.1177/07349041231163451.
    Open access • Published • 10.1177/07349041231163451
  4. Fernandes, Armando M.; Utkin, Andrei B.; Chaves, Paulo. "Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation". IEEE Access 10 (2022): 12814-12828. http://dx.doi.org/10.1109/access.2022.3145911.
    Open access • 10.1109/access.2022.3145911
  5. Fernandes, Armando. "Grapevine variety identification using “Big Data” collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks". Computers and Electronics in Agriculture 163 (2019): 104855-104855. http://dx.doi.org/10.1016/j.compag.2019.104855.
    10.1016/j.compag.2019.104855
  6. Fernandes, Armando. "Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks". Applied Soft Computing 72 (2018): 140-155. http://dx.doi.org/10.1016/j.asoc.2018.07.059.
    Published • 10.1016/j.asoc.2018.07.059
  7. Gomes, Veronique; Fernandes, Armando; Martins-Lopes, Paula; Pereira, Leonor; Faia, Arlete Mendes; Melo-Pinto, Pedro. "Characterization of neural network generalization in the determination of pH and anthocyanin content of wine grape in new vintages and varieties". Food Chemistry 218 (2017): 40-46. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000386409700006&KeyUID=WOS:000386409700006.
    Published • 10.1016/j.foodchem.2016.09.024
  8. Alves-Pinnenta, Sofia; Colaco, Bruno; Fernandes, Armando M.; Goncalves, Lio; Colaco, Jorge; Melo-Pinto, Pedro; Ginja, Mario M.. "Radiographic assessment of humeroulnar congruity in amedium and a large breed of dog". Veterinary Radiology & Ultrasound 58 6 (2017): 627-633. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000414697900004&KeyUID=WOS:000414697900004.
    Published • 10.1111/vru.12521
  9. Gomes, Veronique M.; Fernandes, Armando M.; Faia, Arlete; Melo-Pinto, Pedro. "Comparison of different approaches for the prediction of sugar content in new vintages of whole Port wine grape berries using hyperspectral imaging". Computers and Electronics in Agriculture 140 (2017): 244-254. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000407182700023&KeyUID=WOS:000407182700023.
    10.1016/j.compag.2017.06.009
  10. Alves-Pimenta, Sofia; Ginja, Mario M.; Fernandes, Armando M.; Ferreira, Antonio J.; Melo-Pinto, Pedro; Colaca, Bruno. "Computed tomography and radiographic assessment of congruity between the ulnar trochlear notch and humeral trochlea in large breed dogs". Veterinary and Comparative Orthopaedics and Traumatology 30 1 (2017): 8-14. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000392556000004&KeyUID=WOS:000392556000004.
    Published • 10.3415/VCOT-16-03-0045
  11. Alves-Pimenta, Sofia; Ginja, Mario Manuel; Fernandes, Armando Manuel; Melo-Pinto, Pedro; Colaco, Bruno. "Curvature Radius Measurements From the Humeral Trochlea in Large Dogs". Anatomical Record-Advances in Integrative Anatomy and Evolutionary Biology 299 8 (2016): 1012-1014. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000381641900002&KeyUID=WOS:000381641900002.
    Published • 10.1002/ar.23366
  12. Diago, Maria P.; Fernandez-Novales, Juan; Fernandes, Armando M.; Melo-Pinto, Pedro; Tardaguila, Javier. "Use of Visible and Short-Wave Near-Infrared Hyperspectral Imaging To Fingerprint Anthocyanins in Intact Grape Berries". Journal of Agricultural and Food Chemistry 64 40 (2016): 7658-7666. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000385469900029&KeyUID=WOS:000385469900029.
    Published • 10.1021/acs.jafc.6b01999
  13. Antonio Sanz, Jose; Fernandes, Armando M.; Barrenechea, Edurne; Silva, Severiano; Santos, Virginia; Goncalves, Norberto; Paternain, Daniel; Jurio, Aranzazu; Melo-Pinto, Pedro. "Lamb muscle discrimination using hyperspectral imaging: Comparison of various machine learning algorithms". Journal of Food Engineering 174 (2016): 92-100. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000368752200012&KeyUID=WOS:000368752200012.
    Published • 10.1016/j.jfoodeng.2015.11.024
  14. Fernandes, Armando; Vinga, Susana. "Improving Protein Expression Prediction Using Extra Features and Ensemble Averaging". Plos One 11 3 (2016): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000371724200085&KeyUID=WOS:000371724200085.
    Open access • Published • 10.1371/journal.pone.0150369
  15. Fernandes, A. M.; Melo-Pinto, P.; Millan, B.; Tardaguila, J.; Diago, M. P.. "Automatic discrimination of grapevine (Vitis vinifera L.) clones using leaf hyperspectral imaging and partial least squares". Journal of Agricultural Science 153 3 (2015): 455-465. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000351414900007&KeyUID=WOS:000351414900007.
    Published • 10.1017/S0021859614000252
  16. Fernandes, Armando M.; Franco, Camilo; Mendes-Ferreira, Ana; Mendes-Faia, Arlete; da Costa, Pedro Leal; Melo-Pinto, Pedro. "Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks". Computers and Electronics in Agriculture 115 (2015): 88-96. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000358099900011&KeyUID=WOS:000358099900011.
    Published • 10.1016/j.compag.2015.05.013
  17. Alves-Pimenta, Sofia; Ginja, Mario Manuel; Colaco, Jorge; Fernandes, Armando Manuel; Melo-Pinto, Pedro; Colaco, Bruno. "Curvature Radius Measurements From the Ulnar Trochlear Notch in Large Dogs". Anatomical Record-Advances in Integrative Anatomy and Evolutionary Biology 298 10 (2015): 1748-1753. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000361478900007&KeyUID=WOS:000361478900007.
    Published • 10.1002/ar.23194
  18. Fernandes, A.; Lousada, J.; Morais, J.; Xavier, J.; Pereira, J.; Melo-Pinto, P.. "Measurement of intra-ring wood density by means of imaging VIS/NIR spectroscopy (hyperspectral imaging)". Holzforschung 67 1 (2013): 59-65. http://www.scopus.com/inward/record.url?eid=2-s2.0-84873687812&partnerID=MN8TOARS.
    Published • 10.1515/hf-2011-0258
  19. Fernandes, A.; Lousada, J.; Morais, J.; Xavier, J.; Pereira, J.; Melo-Pinto, P.. "Comparison between neural networks and partial least squares for intra-growth ring wood density measurement with hyperspectral imaging". Computers and Electronics in Agriculture 94 (2013): 71-81. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876743171&partnerID=MN8TOARS.
    Published • 10.1016/j.compag.2013.03.010
  20. Diago, M.P.; Fernandes, A.M.; Millan, B.; Tardaguila, J.; Melo-Pinto, P.. "Identification of grapevine varieties using leaf spectroscopy and partial least squares". Computers and Electronics in Agriculture 99 (2013): 7-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884389249&partnerID=MN8TOARS.
    Published • 10.1016/j.compag.2013.08.021
  21. Fernandes, A.M.. "Discussion on paper "a Robust Real-Time Ellipse Detector" by Zhang and Liu". Pattern Recognition 44 2 (2011): 488-489. http://www.scopus.com/inward/record.url?eid=2-s2.0-77957999709&partnerID=MN8TOARS.
    Published • 10.1016/j.patcog.2010.08.031
  22. Fernandes, A.M.; Oliveira, P.; Moura, J.P.; Oliveira, A.A.; Falco, V.; Correia, M.J.; Melo-Pinto, P.. "Determination of anthocyanin concentration in whole grape skins using hyperspectral imaging and adaptive boosting neural networks". Journal of Food Engineering 105 2 (2011): 216-226. http://www.scopus.com/inward/record.url?eid=2-s2.0-79954424467&partnerID=MN8TOARS.
    Published • 10.1016/j.jfoodeng.2011.02.018
  23. Manuel Fernandes, A.; Nascimento, S.; Boutov, D.. "Automatic identification of oceanic eddies in infrared satellite images". Computers and Geosciences 37 11 (2011): 1783-1792. http://www.scopus.com/inward/record.url?eid=2-s2.0-80955180577&partnerID=MN8TOARS.
    Published • 10.1016/j.cageo.2010.12.007
  24. Fernandes, A.M.. "Study on the automatic recognition of oceanic eddies in satellite images by ellipse center detectionthe iberian coast case". IEEE Transactions on Geoscience and Remote Sensing 47 8 (2009): 2478-2491. http://www.scopus.com/inward/record.url?eid=2-s2.0-67949115616&partnerID=MN8TOARS.
    Published • 10.1109/TGRS.2009.2014155
  25. Fernandes, A.M.; Utkin, A.B.; Lavrov, A.V.; Vilar, R.M.. "Optimisation of location and number of lidar apparatuses for early forest fire detection in hilly terrain". Fire Safety Journal 41 2 (2006): 144-154. http://www.scopus.com/inward/record.url?eid=2-s2.0-32644448769&partnerID=MN8TOARS.
    Published • 10.1016/j.firesaf.2005.11.008
  26. Lavrov, A.; Utkin, A.B.; Vilar, R.; Fernandes, A.. "Evaluation of smoke dispersion from forest fire plumes using lidar experiments and modelling". International Journal of Thermal Sciences 45 9 (2006): 848-859. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745368937&partnerID=MN8TOARS.
    Published • 10.1016/j.ijthermalsci.2006.01.003
  27. Fernandes, A.M.; Utkin, A.B.; Lavrov, A.V.; Vilar, R.M.. "Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection". Pattern Recognition Letters 26 5 (2005): 625-632. http://www.scopus.com/inward/record.url?eid=2-s2.0-14644403731&partnerID=MN8TOARS.
    Published • 10.1016/j.patrec.2004.09.012
  28. Utkin, A.B.; Fernandes, A.; Lavrov, A.; Vilar, R.. "Eye-safe lidar measurements for detection and investigation of forest-fire smoke". International Journal of Wildland Fire 13 4 (2004): 401-412. http://www.scopus.com/inward/record.url?eid=2-s2.0-13444272073&partnerID=MN8TOARS.
    Published • 10.1071/WF04009
  29. Fernandes, A.M.; Utkin, A.B.; Lavrov, A.V.; Vilar, R.M.. "Neural network based recognition of smoke signatures from lidar signals". Neural Processing Letters 19 3 (2004): 175-189. http://www.scopus.com/inward/record.url?eid=2-s2.0-3242812015&partnerID=MN8TOARS.
    Published • 10.1023/B:NEPL.0000035598.19042.42
  30. Cordoba, A.; Vilar, R.; Lavrov, A.; Utkin, A.B.; Fernandes, A.. "Multi-objective optimisation of lidar parameters for forest-fire detection on the basis of a genetic algorithm". Optics and Laser Technology 36 5 (2004): 393-400. http://www.scopus.com/inward/record.url?eid=2-s2.0-1842853271&partnerID=MN8TOARS.
    Published • 10.1016/j.optlastec.2003.10.010
  31. Fernandes, A.M.; Utkin, A.B.; Lavrov, A.V.; Vilar, R.M.. "Development of neural network committee machines for automatic forest fire detection using lidar". Pattern Recognition 37 10 (2004): 2039-2047. http://www.scopus.com/inward/record.url?eid=2-s2.0-4544358556&partnerID=MN8TOARS.
    Published • 10.1016/j.patcog.2004.04.002
  32. Fernandes, A.M.; Utkin, A.B.; Lavrov, A.V.; Vilar, R.M.. "Calculation of the optimal location and minimum number of lidar apparatuses required for early forest fire detection in hilly terrain". Proceedings of SPIE - The International Society for Optical Engineering 5575 (2004): 106-115. http://www.scopus.com/inward/record.url?eid=2-s2.0-17644394955&partnerID=MN8TOARS.
    Published • 10.1117/12.564792
  33. Lavrov, A.; Utkin, A.B.; Vilar, R.; Fernandes, A.. "Application of lidar in ultraviolet, visible and infrared ranges for early forest fire detection". Applied Physics B: Lasers and Optics 76 1 (2003): 87-95. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037225517&partnerID=MN8TOARS.
    Published • 10.1007/s00340-002-1053-y
  34. Utkin, A.B.; Fernandes, A.; Simões, F.; Lavrov, A.; Vilar, R.. "Feasibility of forest-fire smoke detection using lidar". International Journal of Wildland Fire 12 2 (2003): 159-166. http://www.scopus.com/inward/record.url?eid=2-s2.0-0042205064&partnerID=MN8TOARS.
    Published • 10.1071/WF02048
  35. Oliveira, NJ; Ferreira, JL; Pinheiro, J; Fernandes, AM; Redon, O; Li, SX; tenBerge, P; Plaskett, TS; Freitas, PP. "Improvement of thermal stability and magnetoresistance recovery of Tb25CO75 biased spin-valve heads". Journal of Applied Physics 81 8 (1997): 4903-4905.
    Published • 10.1063/1.364815
Online resource
  1. Fernandes, Armando. Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks. 2019. http://dx.doi.org/10.1109/ecai46879.2019.9042167.
    10.1109/ecai46879.2019.9042167
  2. Assessment of grapevine water status from hyperspectral imaging of leaves. 2014. http://dx.doi.org/10.17660/ActaHortic.2014.1038.9.
  3. Fernandes, Armando; Fernandes, A.M.. Identification of Oceanic Eddies in Satellite Images. 2008. http://dx.doi.org/10.1007/978-3-540-89646-3_7.
    10.1007/978-3-540-89646-3_7
  4. Detection of a Large Number of Overlapping Ellipses Immersed in Noise. 2008. http://dx.doi.org/10.1007/978-3-540-89639-5_1.
  5. Calculation of the Optimal Location and Minimum Number of Lidar Apparatuses Required for Early Forest Fire Detection in Hilly Terrain. 2004. http://dx.doi.org/10.1117/12.564792.
  6. Comparison of Eye-Safe UV and IR Lidar for Small Forest Fire Detection. 2002. http://dx.doi.org/10.1117/12.454207.
  7. Recognition of Smoke Signatures in Lidar Signal with a Perceptron. 2002. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.706.2088&rep=rep1&type=pdf.

Intellectual property

Patent
  1. 2012. "PROCESSO DE IDENTIFICAÇÃO ULTRARRÁPIDA, DESTRUTIVA OU NÃO DESTRUTIVA E AMIGA DO AMBIENTE DE CLONES DE PLANTAS UTILIZANDO ESPECTROSCOPIA, ANÁLISE MULTIVARIADA OU MÉTODOS DE INTELIGÊNCIA ARTIFICIAL". Portugal.
    Granted/Issued
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2009 - 2010 Análise de Imagem Hiperespectral em Contexto Vitivinícola. Trabalho final de bacharelato.
Co-supervisor
 BSc in Electrotechnics and Computers (Degree)
Universidade de Trás-os-Montes e Alto Douro, Portugal

Other jury / evaluation

Activity description Institution / Organization
2010 - 2010 Evaluation of the project in the discipline of Introduction to the Research and Project in Electrotecnic and Computer Engineering Universidade de Lisboa Instituto Superior Técnico, Portugal
Distinctions

Award

2024 Best Paper Award - 2023
Journal of Fire Sciences - Sage publications, United States
2005 Prémio Inovação BES
Banco Espírito Santo e Comercial de Lisboa, Portugal

Other distinction

2019 Ranked among top 5 best works - 4th SIVE Award International Research for Development - OENOPPIA Award 2019
Societa Italiana di viticoltura ed enologia, Italy
2007 IBM - SUR (Shared University Research)