Alex dos Santos, Jefersson , Dr

Dr Jefersson Alex dos Santos

School of Computer Science

Lecturer in Computer Vision

j.santos@sheffield.ac.uk

Regent Court (DCS)

Full contact details

Dr Jefersson Alex dos Santos
School of Computer Science
Regent Court (DCS)
211 Portobello
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S1 4DP

Profile: Jefersson A. dos Santos is currently an Assistant Professor (Lecturer) in Computer Vision at the University of ��«Ӱҵ, 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.
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).
Nunes IM, Pereira MB, Oliveira H & Santos JAD (2024) . IEEE Access, 12, 20232-20250.
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.
dos Santos JA, Apolinário AL, Miranda F & Distante C (2023) . Pattern Recognition Letters, 175, 81-82.
Carvalho T, Martinez JAC, Oliveira H, Santos JAD & Feitosa RQ (2023) . IEEE Geoscience and Remote Sensing Letters, 20, 1-5.
Apolinário AL, dos Santos JA, Miranda F & Distante C (2023) . Computers & Graphics, 114, A4-A6.
Machado G, Pereira MB, Nogueira K & Santos JAD (2023) . IEEE Access, 11, 12547-12554.
Barros P, Queiroz F, Figueiredo F, Santos JAD & Ramos H (2023) . ACM Transactions on Intelligent Systems and Technology, 14(1), 1-25.
Gama PHT, Oliveira H, Junior JM & Santos JAD (2023) . IEEE Transactions on Multimedia, 25, 1784-1797.
Oliveira H, Silva C, Machado GLS, Nogueira K & dos Santos JA (2023) . Machine Learning, 112(5), 1733-1784.
Monteiro BAA, Oliveira H & Santos JAD (2022) . IEEE Geoscience and Remote Sensing Letters, 19, 1-5.
Chamorro Martinez JA, Oliveira H, Santos JAD & Feitosa RQ (2022) . IEEE Geoscience and Remote Sensing Letters, 19, 1-5.
Nogueira K, Chanussot J, Mura MD & Santos JAD (2021) . IEEE Access, 9, 114308-114324.
Pereira EM, Torres RDS & dos Santos JA (2021) . Multimedia Tools and Applications, 80(10), 15315-15350.
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.
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.
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.
Oliveira H, Mota V, Machado AMC & dos Santos JA (2020) . Pattern Recognition Letters, 140, 10-17.
Nogueira K, Dalla Mura M, Chanussot J, Schwartz WR & dos Santos JA (2019) . IEEE Transactions on Geoscience and Remote Sensing, 57(10), 7503-7520.
Nogueira K, dos Santos JA, Menini N, Silva TSF, Morellato LPC & Torres RDS (2019) . IEEE Geoscience and Remote Sensing Letters, 16(10), 1665-1669.
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.
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.
Almeida J, dos Santos JA, Alberton B, Morellato LPC & da S. Torres R (2016) . Pattern Recognition Letters, 81, 90-100.
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.
da Silva AT, dos Santos JA, Falcão AX, Torres RDS & Magalhães LP (2012) . Computer Vision and Image Understanding, 116(4), 510-523.
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.
Santos JC, Juliani M & Nyari NLD () . Cidadania em Ação: Revista de Extensão e Cultura, 6(2).
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.
Albarracín JFH, Oliveira RS, Hirota M, dos Santos JA & Torres RDS () . Remote Sensing, 12(14), 2267-2267.
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.

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.
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.
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.
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.
Faria FA, Santos JAD, Rocha A & Torres RDS (2012) . 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 22 August 2012 - 25 August 2012.
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)
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.
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.
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)
de S. Fedel G, Medeiros CB & dos Santos JA (2012) (pp 620-634)
dos Santos JA, da Silva AT, da Silva Torres R, Falcão AX, Magalhães LP & Lamparelli RAC (2011) (pp 300-307)
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)
Geovana N. Macário C, dos Santos JA, Medeiros CB & da S. Torres R (2010) . Proceedings of the 6th Workshop on Geographic Information Retrieval
Santos JAD, Ferreira CD & Torres RDS (2008) . 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing, 12 October 2008 - 15 October 2008.

Preprints

Laranjeira C, Andrade D & Santos JAD (2023) YOLOv7 for Mosquito Breeding Grounds Detection and Tracking.

Research group: Computer Vision research group