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Edel García started his work activity in March/1987 as a specialist in automation supporting the main computer at the Cuban Institute of Geodesy and Cartography (ICGC). Later, He started working at the Geodesy, Cartography and Remote Sensing Research Center as an aspiring researcher. He has received more than 40 postgraduate courses and has reached the highest category of researcher in Cuba. He has developed as a specialist in remote sensing and pattern recognition. He participated in the founding of the Advanced Technology Applications Center (CENATAV), in 2003, where he dedicated to conduct basic and applied research on pattern recognition, video analysis, and biometrics. He has combined scientific research with the teaching of postgraduate, master and doctoral courses at the university. Edel García has a deep experience (36-years period) as a researcher and professor in the area of computer sciences. He participated as a researcher in more than 45 scientific and technological research collaboration projects (nationals and internationals); 25 in a role of principal investigator. He was in charge of selecting and supervising the teams of researchers / collaborators. He has been very active in the promotion of national and international academic and industrial collaboration. He has published 104 scientific articles: 13 papers in peer review journals with impact factor, 2 books, 35 book chapters and 45 papers in cutting-edge conference proceedings. Participated in 67 scientific conferences. He supervised 27 students: 11 Doctoral (graduated) and 4 Masters of Sciences (graduated). He is a member of the following scientific associations: IAPR - International Association for Pattern Recognition, SCMC - Cuban Pattern Recognition Association. He is member of Academy of Sciences of Cuba from 2012.
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Identificação

Identificação pessoal

Nome completo
Edel Bartolo Garcia Reyes
Data de nascimento
1964/08/24
Género
Masculino

Nomes de citação

  • Garcia Reyes, Edel

Identificadores de autor

Ciência ID
D818-B128-450C
ORCID iD
0000-0002-6426-1264

Endereços de correio eletrónico

  • edel.reyes@ccg.pt (Profissional)

Telefones

Telemóvel
  • 929121962 (Pessoal)

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Espanhol; Castelhano (Idioma materno)
Inglês Utilizador independente (B1) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador independente (B2) Utilizador proficiente (C2)
Formação
Grau Classificação
1992/09/01 - 1997/07/01
Concluído
 1997 (Doktor (PhD))
Especialização em Artificial Intelligence
Technical Militar Institute Jose Marti, Cuba
"Application of artificial neural networks for remote sensing images classification" (TESE/DISSERTAÇÃO)
 Aprobado
1981/09/01 - 1986/07/01
Concluído
 Cybernetic Mathematic (Licence)
Especialização em Computer Sciences
Universidad de la Habana, Cuba
"Study of quadtrees and their use in a set of operations in Computational Geometry" (TESE/DISSERTAÇÃO)
 4.47
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2024/02/02 - Atual Investigador Coordenador (carreira) (Investigação) CCG/ZGDV, Portugal
CCG/ZGDV, Portugal
2020/03/01 - 2024/01/27 Investigador (Investigação) Geocuba Investigacion y Consultoria, Cuba
2003/11/21 - 2020/03/01 Investigador principal (carreira) (Investigação) Centro de Aplicaciones de Tecnologías de Avanzada, Cuba
1995/05/01 - 2001/03/01 Investigador (Investigação) Geocuba Investigacion y Consultoria, Cuba
1987/03/01 - 1995/05/01 Investigador (Investigação) Instituto Cubano de Geodesia y Cartografia, Cuba

Cargos e Funções

Categoria Profissional
Instituição de acolhimento 		Empregador
2001/03/05 - 2003/11/21 Logistic Cubalse, Cuba
Projetos

Projeto

Designação Financiadores
2020/03/01 - 2024/01/27 Artificial intelligence applied to satellite images for cultive classification.
0000
Investigador responsável
Geocuba Investigacion y Consultoria, Cuba
 Cuba Ministerio de Agricultura
Concluído
2021/01/05 - 2023/12/31 GeoRutaPostal
0000
Investigador responsável
Grupo Empresarial Correos de Cuba, Cuba
Concluído
Produções

Publicações

Artigo em conferência
  1. Garcia Reyes, Edel; Edel B García Reyes; Rafael Godoy Rubio; María del Rocío González Díaz; Dámaso Ramón Ponvert Delisles. "El proyecto «ODS-UCUBA+ UANDALUZAS. Cooperación para la implementación de la agenda 2030 en Cuba»". 2023.
    Publicado
  2. Yu, S.; Chen, H.; Reyes, E.B.G.; Poh, N.. "GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks". 2017.
    10.1109/CVPRW.2017.80
  3. Lamar-Leon, J.; Alonso-Baryolo, R.; Garcia-Reyes, E.; Gonzalez-Diaz, R.. "Persistent homology-based gait recognition robust to upper body variations". 2016.
    10.1109/ICPR.2016.7899780
  4. Morales-González, A.; Garcia-Reyes, E.; Sucar, L.E.. "Segmentation based on level combination of irregular pyramids". 2011.
  5. Rizo-Rodríguez, D.; Méndez-Vázquez, H.; García-Reyes, E.. "An illumination quality measure for face recognition". 2010.
    10.1109/ICPR.2010.365
  6. Plasencia-Calaña, Y.; García-Reyes, E.; Orozco-Alzate, M.; Duin, R.P.W.. "Prototype selection for dissimilarity representation by a genetic algorithm". 2010.
    10.1109/ICPR.2010.52
  7. Vázquez, H.M.; Reyes, E.G.; Molleda, Y.C.. "A new image division for LBP method to improve face recognition under varying lighting conditions". 2008.
    10.1109/icpr.2008.4761175
Artigo em revista
  1. Ferrera-Cedenõ, E.; Acosta-Mendoza, N.; Gago-Alonso, A.; Garciá-Reyes, E.. "Detecting free standing conversational group in video using fuzzy relations". Informatica (Netherlands) 30 1 (2019): 21-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-85066781892&partnerID=MN8TOARS.
    10.15388/Informatica.2019.195
  2. Yu, S.; Liao, R.; An, W.; Chen, H.; García, E.B.; Huang, Y.; Poh, N.. "GaitGANv2: Invariant gait feature extraction using generative adversarial networks". Pattern Recognition 87 (2019): 179-189. http://www.scopus.com/inward/record.url?eid=2-s2.0-85055098017&partnerID=MN8TOARS.
    10.1016/j.patcog.2018.10.019
  3. Hernández-García, R.; Ramos-Cózar, J.; Guil, N.; García-Reyes, E.; Sahli, H.. "Improving Bag-of-Visual-Words model using visual n-grams for human action classification". Expert Systems with Applications 92 (2018): 182-191. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030103988&partnerID=MN8TOARS.
    10.1016/j.eswa.2017.09.016
  4. Khan, Z.; Kumar, S.; Reyes, E.B.G.; Mahanti, P.. "Multimodal fusion for pattern recognition". Pattern Recognition Letters 115 (2018): 1-3. http://www.scopus.com/inward/record.url?eid=2-s2.0-85050229574&partnerID=MN8TOARS.
    10.1016/j.patrec.2018.07.016
  5. Morales-González, A.; García-Reyes, E.; Sucar, L.E.. "Image Annotation by a Hierarchical and Iterative Combination of Recognition and Segmentation". International Journal of Pattern Recognition and Artificial Intelligence 32 1 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85029169784&partnerID=MN8TOARS.
    10.1142/S0218001418600145
  6. Morales-González, A.; Acosta-Mendoza, N.; Gago-Alonso, A.; García-Reyes, E.B.; Medina-Pagola, J.E.. "A new proposal for graph-based image classification using frequent approximate subgraphs". Pattern Recognition 47 1 (2014): 169-177. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885018388&partnerID=MN8TOARS.
    10.1016/j.patcog.2013.07.004
  7. Rizo-Rodríguez, D.; Méndez-Vázquez, H.; García-Reyes, E.. "Illumination invariant face recognition using quaternion-based correlation filters". Journal of Mathematical Imaging and Vision 45 2 (2013): 164-175. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885443657&partnerID=MN8TOARS.
    10.1007/s10851-012-0352-0
  8. Rizo-Rodríguez, D.; Méndez-Vazquez, H.; García-Reyes, E.. "Illumination invariant face recognition in quaternion domain". International Journal of Pattern Recognition and Artificial Intelligence 27 3 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84879376835&partnerID=MN8TOARS.
    10.1142/S0218001413600045
  9. Plasencia-Calaña, Y.; Orozco-Alzate, M.; García-Reyes, E.; Duin, R.P.W.. "Selecting feature lines in generalized dissimilarity representations for pattern recognition". Digital Signal Processing: A Review Journal 23 3 (2013): 902-911. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875221015&partnerID=MN8TOARS.
    10.1016/j.dsp.2012.11.006
  10. Mendez-Vázquez, H.; Kittler, J.; Chan, C.H.; García-Reyes, E.. "Photometric normalization for face recognition using local discrete cosine transform". International Journal of Pattern Recognition and Artificial Intelligence 27 3 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84879387976&partnerID=MN8TOARS.
    10.1142/S0218001413600057
  11. Morales-González, A.; García-Reyes, E.B.. "Simple object recognition based on spatial relations and visual features represented using irregular pyramids". Multimedia Tools and Applications 63 3 (2013): 875-897. http://www.scopus.com/inward/record.url?eid=2-s2.0-84893201993&partnerID=MN8TOARS.
    10.1007/s11042-011-0938-3
  12. Iglesias-Ham, M.; García-Reyes, E.B.; Kropatsch, W.G.; Artner, N.M.. "Convex deficiencies for human action recognition". Journal of Intelligent and Robotic Systems: Theory and Applications 64 3-4 (2011): 353-364. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855421503&partnerID=MN8TOARS.
    10.1007/s10846-011-9540-1
Capítulo de livro
  1. Lamar Leon, Javier; Alonso Baryolo, Raúl; Garcia Reyes, Edel; Gonzalez Diaz, Rocio; Salgueiro, Pedro. "Abandoned Object Detection Using Persistent Homology". In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 178-188. Coimbra, Portugal: Springer Nature Switzerland, 2023.
    Publicado • 10.1007/978-3-031-49018-7_13
Livro
  1. Wu, X.; An, W.; Yu, S.; Guo, W.; García, E.B.. Spatial-Temporal Graph Attention Network for Video-Based Gait Recognition. 2020.
    10.1007/978-3-030-41299-9_22
  2. Guerra, R.L.; García Reyes, E.B.; González Quevedo, A.M.; Vázquez, H.M.. FqSD: Full-quaternion saliency detection in images. 2019.
    10.1007/978-3-030-13469-3_54
  3. Fernández-Saúco, I.A.; Acosta-Mendoza, N.; Gago-Alonso, A.; García-Reyes, E.B.. Computing anomaly score threshold with autoencoders pipeline. 2019.
    10.1007/978-3-030-13469-3_28
  4. Zhang, S.; Yao, J.; Garcia, E.B.. Single Image Dehazing via Image Generating. 2018.
    10.1007/978-3-319-75786-5_11
  5. Valdés-Camejo, A.; Aguirre-Carrazana, G.; Alonso-Baryolo, R.; Morales-González, A.; Silva-Mata, F.J.; García-Reyes, E.. Estimation of pedestrian height using uncalibrated cameras. 2018.
    10.1007/978-3-319-75193-1_82
  6. Guerra, R.L.; García Reyes, E.B.; Mata, F.J.S.. Full-quaternion color correction in images for person re-identification. 2018.
    10.1007/978-3-319-75193-1_41
  7. Wang, J.; Garcia, E.B.; Yu, S.; Zhang, D.. Windowed DMD for Gait Recognition Under Clothing and Carrying Condition Variations. 2017.
    10.1007/978-3-319-69923-3_52
  8. Liao, R.; Cao, C.; Garcia, E.B.; Yu, S.; Huang, Y.. Pose-Based Temporal-Spatial Network (PTSN) for Gait Recognition with Carrying and Clothing Variations. 2017.
    10.1007/978-3-319-69923-3_51
  9. Plasencia-Calaña, Y.; Li, Y.; Duin, R.P.W.; Orozco-Alzate, M.; Loog, M.; García-Reyes, E.. A compact representation of multiscale dissimilarity data by prototype selection. 2017.
    10.1007/978-3-319-52277-7_19
  10. Leon, J.L.; Alonso, R.; Reyes, E.G.; Diaz, R.G.. Topological features for monitoring human activities at distance. 2014.
    10.1007/978-3-319-13323-2_4
  11. Lamar-Leon, J.; Baryolo, R.A.; Garcia-Reyes, E.; Gonzalez-Diaz, R.. Gait-based carried object detection using persistent homology. 2014.
    10.1007/978-3-319-12568-8_101
  12. Hernández-García, R.; García-Reyes, E.; Ramos-Cózar, J.; Guil, N.. Human action classification using n-grams visual vocabulary. 2014.
    10.1007/978-3-319-12568-8_39
  13. Plasencia-Calaña, Y.; Orozco-Alzate, M.; Méndez-Vázquez, H.; García-Reyes, E.; Duin, R.P.W.. Towards scalable prototype selection by genetic algorithms with fast criteria. 2014.
    10.1007/978-3-662-44415-3_35
  14. Plasencia-Calanã, Y.; Orozco-Alzate, M.; Garciá-Reyes, E.; Duin, R.P.W.. Towards cluster-based prototype sets for classification in the dissimilarity space. 2013.
    10.1007/978-3-642-41822-8_37
  15. Plasencia-Calaña, Y.; Cheplygina, V.; Duin, R.P.W.; García-Reyes, E.B.; Orozco-Alzate, M.; Tax, D.M.J.; Loog, M.. On the informativeness of asymmetric dissimilarities. 2013.
    10.1007/978-3-642-39140-8_5
  16. Morales-González, A.; Garciá-Reyes, E.; Sucar, L.E.. Improving image segmentation for boosting image annotation with irregular pyramids. 2013.
    10.1007/978-3-642-41822-8_50
  17. Leon, J.L.; Cerri, A.; Reyes, E.G.; Diaz, R.G.. Gait-based gender classification using persistent homology. 2013.
    10.1007/978-3-642-41827-3_46
  18. Acosta-Mendoza, N.; Morales-González, A.; Gago-Alonso, A.; García-Reyes, E.B.; Medina-Pagola, J.E.. Image classification using frequent approximate subgraphs. 2012.
    10.1007/978-3-642-33275-3_36
  19. Lamar-León, J.; García-Reyes, E.B.; Gonzalez-Diaz, R.. Human gait identification using persistent homology. 2012.
    10.1007/978-3-642-33275-3_30
  20. Martínez-Díaz, Y.; Méndez-Vázquez, H.; Plasencia-Calaña, Y.; García-Reyes, E.B.. Dissimilarity representations based on multi-block LBP for face detection. 2012.
    10.1007/978-3-642-33275-3_13
  21. Morales-González, A.; García-Reyes, E.; Sucar, L.E.. Hierarchical markov random fields with irregular pyramids for improving image annotation. 2012.
    10.1007/978-3-642-34654-5_53
  22. Plasencia-Calaña, Y.; García-Reyes, E.B.; Duin, R.P.W.; Orozco-Alzate, M.. On using asymmetry information for classification in extended dissimilarity spaces. 2012.
    10.1007/978-3-642-33275-3_62
  23. Rizo-Rodriguez, D.; Méndez-Vázquez, H.; García, E.; Martín, C.S.; Meza, P.. Quaternion correlation filters for illumination invariant face recognition. 2011.
    10.1007/978-3-642-25085-9_55
  24. Rizo-Rodríguez, D.; Méndez-Vázquez, H.; García-Reyes, E.. Illumination invariant face image representation using quaternions. 2010.
    10.1007/978-3-642-16687-7_58
  25. Izquierdo-Guerra, W.; García-Reyes, E.. Background division, a suitable technique for moving object detection. 2010.
    10.1007/978-3-642-16687-7_20
  26. Espinosa-Isidrón, D.L.; García-Reyes, E.B.. A new dissimilarity measure for trajectories with applications in anomaly detection. 2010.
    10.1007/978-3-642-16687-7_29
  27. Méndez-Vázquez, H.; Kittler, J.; Chan, C.-H.; García-Reyes, E.. On combining local DCT with preprocessing sequence for face recognition under varying lighting conditions. 2010.
    10.1007/978-3-642-16687-7_55
  28. Morales-González, A.; García-Reyes, E.. Assessing the role of spatial relations for the object recognition task. 2010.
    10.1007/978-3-642-16687-7_72
  29. Guerra, W.I.; García-Reyes, E.. A novel approach to robust background subtraction. 2009.
    10.1007/978-3-642-10268-4_8
  30. Plasencia, Y.; García-Reyes, E.; Duin, R.P.W.; Mendez-Vazquez, H.; San-Martin, C.; Soto, C.. A study on representations for face recognition from thermal images. 2009.
    10.1007/978-3-642-10268-4_22
  31. Méndez, H.; Martín, C.S.; Kittler, J.; Plasencia, Y.; García-Reyes, E.. Face recognition with LWIR imagery using local binary patterns. 2009.
    10.1007/978-3-642-01793-3_34
  32. Méndez-Vázquez, H.; García-Reyes, E.; Condes-Molleda, Y.. A new combination of local appearance based methods for face recognition under varying lighting conditions. 2008.
    10.1007/978-3-540-85920-8_65
  33. Iglesias, M.; Ion, A.; Kropatsch, W.G.; García, E.B.. Delineating homology generators in graph pyramids. 2008.
    10.1007/978-3-540-85920-8_70
  34. Ham, M.I.; Pereira, Y.B.; García Reyes, E.B.. A multiple substructure matching algorithm for fingerprint verification. 2007.
  35. Reyes, E.G.; Rodríguez, J.L.G.; Ham, M.I.. An automatic goodness index to measure fingerprint minutiae quality. 2005.
    10.1007/11578079_60
  36. Sierra, G.H.; Reyes, E.G.; Ham, G.I.. Active contour and morphological filters for geometrical normalization of human face. 2005.
    10.1007/11578079_75

Outros

Outra produção
  1. Topological signature for periodic motion recognition. 2019. Lamar-Leon, J.; Garcia-Reyes, E.; Gonzalez-Diaz, R.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093443898&partnerID=MN8TOARS.
  2. Scalable prototype selection by genetic algorithms and hashing. 2017. Plasencia-Calaña, Y.; Orozco-Alzate, M.; Méndez-Vázquez, H.; García-Reyes, E.; Duin, R.P.W.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094453405&partnerID=MN8TOARS.
  3. Persistent-homology-based gait recognition. 2017. Lamar-Leon, J.; Alonso-Baryolo, R.; Garcia-Reyes, E.; Gonzalez-Diaz, R.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093809160&partnerID=MN8TOARS.