Dr Jefersson Alex dos Santos

School of Computer Science

Lecturer in Computer Vision

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j.santos@sheffield.ac.uk

Full contact details

Dr Jefersson Alex dos Santos
School of Computer Science
Regent Court (DCS)
211 Portobello
91Ö±²¥
S1 4DP
Profile

Jefersson A. dos Santos is currently an Assistant Professor (Lecturer) in Computer Vision at the University of 91Ö±²¥, United Kingdom. He used to hold a position as Associate Professor at the Universidade Federal de Minas Gerais, Brazil (2013 - 2022). Jefersson got a Ph.D in Computer Science at the University of Campinas (Unicamp), Brazil, and at the University of Cergy-Pontoise, France, in 2013. He earned a Master's Degree in Computer Science from Unicamp in 2009 and a Bachelor Degree in Computer Science from University of Mato Grosso do Sul (UEMS), Brazil, in 2006. Jefersson is an IEEE Senior Member. He is currently an Associate Editor for the IEEE Geoscience and Remote Sensing Letters and Co-Chair for the ISPRS Working Group for AI/ML for Geospatial Data. Jefersson also serves as a PC member for several refereed journals and conferences and is currently the vice president of the IEEE GRSS Brazilian Chapter. Jefersson held the prestigious CNPq Productivity Research Scholarship (2016 - 2022). In 2021, he was awarded a competitive research grant from the Serrapilheira Institute, Brazil. His research interests include remote sensing image processing, computer vision and machine learning. Jefersson is the founder of the Laboratory of Pattern Recognition and Earth Observation (PATREO) at the Department of Computer Science, UFMG, Brazil.

Research interests

My current research interests include machine learning, computer vision, image processing, and remote sensing. Besides always aiming at excellence and impacting outcomes in Computer Science, I am especially interested in inter-, cross-, multidisciplinary research.
 

Publications

Journal articles

  • Rodrigues CN, Nunes IM, Pereira MB, Oliveira H & dos Santos JA (2024) . Computers & Graphics, 123, 104014-104014. RIS download Bibtex download
  • Laranjeira C, Pereira M, Oliveira R, Barbosa G, Fernandes C, Bermudi P, Resende E, Fernandes E, Nogueira K, Andrade V , Quintanilha J et al (2024) . PLOS Neglected Tropical Diseases, 18(6). RIS download Bibtex download
  • Nunes IM, Pereira MB, Oliveira H & Santos JAD (2024) . IEEE Access, 12, 20232-20250. RIS download Bibtex download
  • Roscher R, Russwurm M, Gevaert C, Kampffmeyer M, Santos JAD, Vakalopoulou M, Hänsch R, Hansen S, Nogueira K, Prexl J & Tuia D (2024) . IEEE Geoscience and Remote Sensing Magazine, 2-22. RIS download Bibtex download
  • dos Santos JA, Apolinário AL, Miranda F & Distante C (2023) . Pattern Recognition Letters, 175, 81-82. RIS download Bibtex download
  • Carvalho T, Martinez JAC, Oliveira H, Santos JAD & Feitosa RQ (2023) . IEEE Geoscience and Remote Sensing Letters, 20, 1-5. RIS download Bibtex download
  • Apolinário AL, dos Santos JA, Miranda F & Distante C (2023) . Computers & Graphics, 114, A4-A6. RIS download Bibtex download
  • Machado G, Pereira MB, Nogueira K & Santos JAD (2023) . IEEE Access, 11, 12547-12554. RIS download Bibtex download
  • Barros P, Queiroz F, Figueiredo F, Santos JAD & Ramos H (2023) . ACM Transactions on Intelligent Systems and Technology, 14(1), 1-25. RIS download Bibtex download
  • Gama PHT, Oliveira H, Junior JM & Santos JAD (2023) . IEEE Transactions on Multimedia, 25, 1784-1797. RIS download Bibtex download
  • Oliveira H, Silva C, Machado GLS, Nogueira K & dos Santos JA (2023) . Machine Learning, 112(5), 1733-1784. RIS download Bibtex download
  • Monteiro BAA, Oliveira H & Santos JAD (2022) . IEEE Geoscience and Remote Sensing Letters, 19, 1-5. RIS download Bibtex download
  • Chamorro Martinez JA, Oliveira H, Santos JAD & Feitosa RQ (2022) . IEEE Geoscience and Remote Sensing Letters, 19, 1-5. RIS download Bibtex download
  • Nogueira K, Chanussot J, Mura MD & Santos JAD (2021) . IEEE Access, 9, 114308-114324. RIS download Bibtex download
  • Pereira EM, Torres RDS & dos Santos JA (2021) . Multimedia Tools and Applications, 80(10), 15315-15350. RIS download Bibtex download
  • Osco LP, Nogueira K, Marques Ramos AP, Faita Pinheiro MM, Furuya DEG, Gonçalves WN, de Castro Jorge LA, Marcato Junior J & dos Santos JA (2021) . Precision Agriculture, 22(4), 1171-1188. RIS download Bibtex download
  • Machado G, Ferreira E, Nogueira K, Oliveira H, Brito M, Gama PHT & Santos JAD (2021) . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 488-503. RIS download Bibtex download
  • Liesenberg V, Marcato J, Feitosa RQ, Gomes AR, dos Santos JA, Paes RL, Mitishita EA, Tommaselli AMG, Sombra de Sombra FN & Frery AC (2020) . IEEE Geoscience and Remote Sensing Magazine, 8(4), 144-151. RIS download Bibtex download
  • Oliveira H, Mota V, Machado AMC & dos Santos JA (2020) . Pattern Recognition Letters, 140, 10-17. RIS download Bibtex download
  • Nogueira K, Dalla Mura M, Chanussot J, Schwartz WR & dos Santos JA (2019) . IEEE Transactions on Geoscience and Remote Sensing, 57(10), 7503-7520. RIS download Bibtex download
  • Nogueira K, dos Santos JA, Menini N, Silva TSF, Morellato LPC & Torres RDS (2019) . IEEE Geoscience and Remote Sensing Letters, 16(10), 1665-1669. RIS download Bibtex download
  • Menini N, Almeida AE, Lamparelli R, le Maire G, dos Santos JA, Pedrini H, Hirota M & Torres RDS (2019) . IEEE Geoscience and Remote Sensing Letters, 16(2), 320-324. RIS download Bibtex download
  • Nogueira K, Fadel SG, Dourado IC, de O. Werneck R, Munoz JAV, Penatti OAB, Calumby RT, Li LT, dos Santos JA & Torres RDS (2018) . IEEE Geoscience and Remote Sensing Letters, 15(9), 1446-1450. RIS download Bibtex download
  • Almeida J, dos Santos JA, Alberton B, Morellato LPC & da S. Torres R (2016) . Pattern Recognition Letters, 81, 90-100. RIS download Bibtex download
  • dos Santos , Gosselin P-H, Philipp-Foliguet S, Torres RDS & Falcao AX (2013) . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6(4), 2020-2034. RIS download Bibtex download
  • da Silva AT, dos Santos JA, Falcão AX, Torres RDS & Magalhães LP (2012) . Computer Vision and Image Understanding, 116(4), 510-523. RIS download Bibtex download
  • dos Santos JA, Gosselin P-H, Philipp-Foliguet S, da S. Torres R & Falao AX (2012) . IEEE Transactions on Geoscience and Remote Sensing, 50(10), 3764-3775. RIS download Bibtex download
  • Santos JC, Juliani M & Nyari NLD () . Cidadania em Ação: Revista de Extensão e Cultura, 6(2). RIS download Bibtex download
  • Martins JAC, Nogueira K, Osco LP, Gomes FDG, Furuya DEG, Gonçalves WN, Sant’Ana DA, Ramos APM, Liesenberg V, dos Santos JA , de Oliveira PTS et al () . Remote Sensing, 13(16), 3054-3054. RIS download Bibtex download
  • Albarracín JFH, Oliveira RS, Hirota M, dos Santos JA & Torres RDS () . Remote Sensing, 12(14), 2267-2267. RIS download Bibtex download
  • Nogueira K, L. S. Machado G, H. T. Gama P, C. V. da Silva C, Balaniuk R & A. dos Santos J () . Remote Sensing, 12(4), 739-739. RIS download Bibtex download

Conference proceedings papers

  • Nogueira K, Faita-Pinheiro MM, Marques Ramos AP, Gonçalves WN, Junior JM & Dos Santos JA (2024) . 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 3 January 2024 - 8 January 2024. RIS download Bibtex download
  • Coelho de Andrade M, Souza A, Oliveira B, Starling M, Amorim C & Santos J (2024) . Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Vol. 2 (pp 861-868), 27 February 2024 - 27 February 2024. RIS download Bibtex download
  • de Faria LC, Brito M, Nogueira K & dos Santos JA (2023) . 2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 6 November 2023 - 9 November 2023. RIS download Bibtex download
  • Pinto A, Santos J, Oliveira H & Machado A (2023) . Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 19 February 2023 - 21 February 2023. RIS download Bibtex download
  • Faria FA, Santos JAD, Rocha A & Torres RDS (2012) . 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 22 August 2012 - 25 August 2012. RIS download Bibtex download
  • Dos Santos JA, Faria FA, Torres RDS, Rocha A, Gosselin PH, Philipp-Foliguet S & Falcao A (2012) Descriptor correlation analysis for remote sensing image multi-scale classification. Proceedings - International Conference on Pattern Recognition (pp 3078-3081) RIS download Bibtex download
  • Almeida J, dos Santos JA, Alberton B, Torres RDS & Morellato LPC (2012) . 2012 IEEE 8th International Conference on E-Science, 8 October 2012 - 12 October 2012. RIS download Bibtex download
  • Faria FA, dos Santos JA, Torres RDS, Rocha A & Falcao AX (2012) . 2012 IEEE International Geoscience and Remote Sensing Symposium, 22 July 2012 - 27 July 2012. RIS download Bibtex download
  • Dos Santos JA, Penatti OAB, Torres RDS, Gosselin PH, Philipp-Foliguet S & Falcao A (2012) Improving texture description in remote sensing image multi-scale classification tasks by using visual words. Proceedings - International Conference on Pattern Recognition (pp 3090-3093) RIS download Bibtex download
  • de S. Fedel G, Medeiros CB & dos Santos JA (2012) (pp 620-634) RIS download Bibtex download
  • dos Santos JA, da Silva AT, da Silva Torres R, Falcão AX, Magalhães LP & Lamparelli RAC (2011) (pp 300-307) RIS download Bibtex download
  • Dos Santos JA, Penatti OAB & Da Torres RS (2010) Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification. VISAPP 2010 - Proceedings of the International Conference on Computer Vision Theory and Applications, Vol. 2 (pp 203-208) RIS download Bibtex download
  • Geovana N. Macário C, dos Santos JA, Medeiros CB & da S. Torres R (2010) . Proceedings of the 6th Workshop on Geographic Information Retrieval RIS download Bibtex download
  • Santos JAD, Ferreira CD & Torres RDS (2008) . 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing, 12 October 2008 - 15 October 2008. RIS download Bibtex download

Preprints

  • Laranjeira C, Andrade D & Santos JAD (2023) YOLOv7 for Mosquito Breeding Grounds Detection and Tracking. RIS download Bibtex download
Research group

Computer Vision research group