Dr Jefersson Alex dos Santos

School of Computer Science

Lecturer in Computer Vision

Deputy Director of UG Admissions

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j.santos@sheffield.ac.uk
Regent Court (CS)

Full contact details

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

Jefersson A. dos Santos is a researcher in computer vision and geospatial AI, currently an Assistant Professor (Lecturer) at the University of Sheffield, United Kingdom. Prior to this, he was an Associate Professor at the Universidade Federal de Minas Gerais (UFMG), Brazil (2013–2022), where he developed research bridging methodological advances in computer vision with real-world applications.

He holds active leadership roles in the international research community, serving as Associate Editor for Neurocomputing and the ISPRS Journal of Photogrammetry and Remote Sensing, Co-Chair of the ISPRS Working Group on AI/ML for Geospatial Data, and Vice-President of the IEEE Geoscience and Remote Sensing Society (GRSS) UK & Ireland Chapter.

His research has been continuously supported by competitive funding schemes, including the CNPq Productivity Scholarship (2016–2022), the Serrapilheira Institute Research Grant (2021), and the Royal Society Apex Award (2026), reflecting sustained international recognition and impact. His work integrates methodological research with real-world applications, with experience in collaborative projects with industry partners focused on translating advances in computer vision and remote sensing into operational solutions.

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

  • Silva MPD, Nunes IM, Dos Santos JA & Oliveira HN (2026) . IEEE Geoscience and Remote Sensing Letters, 1-1.
  • Roscher R, Russwurm M, Gevaert C, Kampffmeyer M, Santos JAD, Vakalopoulou M, Hänsch R, Hansen S, Nogueira K, Prexl J & Tuia D (2025) . IEEE Geoscience and Remote Sensing Magazine, 13(3), 512-532.
  • da Silva MP, Correa SPLP, Schaefer MAR, Reis JCS, Nunes IM, dos Santos JA & Oliveira HN (2025) . Computers & Graphics, 104434-104434.
  • Silva MPD, Vieira L, de Santana CTC, Nunes IM, Dos Santos JA & Oliveira HN (2025) . IEEE Geoscience and Remote Sensing Letters, 22, 1-5.
  • Valois PHV, Macedo J, Ribeiro LSF, dos Santos JA & Avila S (2025) . Forensic Science International: Digital Investigation, 53, 301918-301918.
  • Monteiro GAA, Monteiro BAA, dos Santos JA & Wittemann A (2025) . Scientific Reports, 15.
  • Roscher R, Russwurm M, Gevaert C, Kampffmeyer M, Dos Santos JA, Vakalopoulou M, Hänsch R, Hansen S, Nogueira K, Prexl J & Tuia D (2024) . IEEE Geoscience and Remote Sensing Magazine, 12(4), 335-355.
  • 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.
  • dos Santos JA, Apolinário AL, Miranda F & Distante C (2023) . Pattern Recognition Letters, 175, 81-82.
  • Nunes I, Laranjeira C, Oliveira H & dos Santos JA (2023) . Computers & Graphics, 115, 296-308.
  • Souza AP, Oliveira BA, Andrade ML, Starling MCVM, Pereira AH, Maillard P, Nogueira K, dos Santos JA & Amorim CC (2023) . Science of The Total Environment, 902, 165964-165964.
  • Apolinário AL, dos Santos JA, Miranda F & Distante C (2023) . Computers & Graphics, 114, A4-A6.
  • Gama PHT, Oliveira H, dos Santos JA & Cesar RM (2023) . Computers & Graphics, 113, 77-88.
  • Carvalho T, Martinez JAC, Oliveira H, Santos JAD & Feitosa RQ (2023) . IEEE Geoscience and Remote Sensing Letters, 20, 1-5.
  • 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.
  • Liesenberg V, Estrabis NV, Junior JM, Gomes AR, Paes RL, Pabon REC & Santos JAD (2022) . IEEE Geoscience and Remote Sensing Magazine, 10(1), 354-360.
  • Apolinário AL, Dos Santos JA, Miranda F & Distante C (2022) Message from the Program Chairs. Proceedings 2022 35th Conference on Graphics Patterns and Images Sibgrapi 2022.
  • 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.
  • Oliveira HN, Ferreira E & Santos JAD (2020) . IEEE Access, 8, 84037-84062.
  • Mota VF, de Oliveira HN, Scalzo S, Dittz D, Santos RJ, dos Santos JA & Araújo ADA (2020) . Multimedia Tools and Applications, 79(19-20), 13919-13949.
  • Caetano C, de Melo VHC, Brémond F, dos Santos JA & Schwartz WR (2019) . Journal of Visual Communication and Image Representation, 63, 102596-102596.
  • 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.
  • Esmael AA, dos Santos JA & da Silva Torres R (2018) . Multimedia Tools and Applications, 77(19), 24565-24592.
  • Ferreira A, Bondi L, Baroffio L, Bestagini P, Huang J, dos Santos JA, Tubaro S & Rocha A (2017) . IEEE Transactions on Information Forensics and Security, 12(8), 1860-1873.
  • Alberton B, Torres RDS, Cancian LF, Borges BD, Almeida J, Mariano GC, Santos JD & Morellato LPC (2017) . Perspectives in Ecology and Conservation, 15(2), 82-90.
  • Nogueira K, Penatti OAB & dos Santos JA (2017) . Pattern Recognition, 61, 539-556.
  • Almeida J, dos Santos JA, Alberton B, Morellato LPC & da S. Torres R (2016) . Pattern Recognition Letters, 81, 90-100.
  • Ferreira A, Felipussi SC, Alfaro C, Fonseca P, Vargas-Munoz JE, dos Santos JA & Rocha A (2016) . IEEE Transactions on Image Processing, 25(10), 4729-4742.
  • Nogueira K, Veloso AA & dos Santos JA (2016) . Multimedia Tools and Applications, 75(7), 4083-4113.
  • dos Santos LCB, Guimaraes SJF & dos Santos JA (2015) . IEEE Journal of Selected Topics in Signal Processing, 9(6), 1016-1025.
  • Almeida J, dos Santos JA, Miranda WO, Alberton B, Morellato LPC & da S. Torres R (2015) . Ecological Informatics, 26, 61-69.
  • Ferreira A, Navarro LC, Pinheiro G, Santos JAD & Rocha A (2015) . Forensic Science International, 247, 105-125.
  • dos Santos JA, Penatti OAB, Gosselin P-H, Falcao AX, Philipp-Foliguet S & Torres RDS (2014) . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(12), 4632-4643.
  • Faria FA, dos Santos JA, Rocha A & Torres RDS (2014) . Pattern Recognition Letters, 39, 52-64.
  • Faria FA, Pedronette DCG, dos Santos JA, Rocha A & Torres RDS (2014) . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(4), 1103-1115.
  • Almeida J, dos Santos JA, Alberton B, Torres RDS & Morellato LPC (2014) . Ecological Informatics, 23, 49-61.
  • Nakamura RYM, Fonseca LMG, Santos JAD, Torres RDS, Yang X-S & Papa JP (2014) . IEEE Transactions on Geoscience and Remote Sensing, 52(4), 2126-2137.
  • 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.
  • Nogueira SF, Pereira BFF, Gomes TM, de Paula AM, dos Santos JA & Montes CR (2013) . Agricultural Water Management, 116, 151-159.
  • 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.
  • dos Santos JA, Ferreira CD, Torres RDS, Gonçalves MA & Lamparelli RAC (2011) . Information Sciences, 181(13), 2671-2684.
  • Correa SPLP, Reis MS, da Silva MP, dos Santos JA, Oliveira HN, Oliveira JC, Körting TS, dos Santos AP & Dutra LV () . International Journal of Remote Sensing, 1-25.
  • Santos JC, Juliani M & Nyari NLD () . Cidadania em Ação: Revista de Extensão e Cultura, 6(2).
  • Cunha HS, Sclauser BS, Wildemberg PF, Fernandes EAM, dos Santos JA, Lage MDO, Lorenz C, Barbosa GL, Quintanilha JA & Chiaravalloti-Neto F () . PLOS ONE, 16(12), e0258681-e0258681.
  • 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.
  • da Silva CCV, Nogueira K, Oliveira HN & dos Santos JA () . ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-3/W2-2020, 19-24.
  • 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.

Book chapters

  • Martinelli JD, Rodrigues Filho ML, Salvagnini FCDR, Soares GJ, Santos JAD & Falcão AX (2026) , Lecture Notes in Computer Science (pp. 268-281). Springer Nature Switzerland

Conference proceedings

  • Erico P, Frederico G & Dos Santos J (2025) MO-SHW: Hierarchy-Aware Multi-Objective Optimization for Open-World Segmentation. 2025 British Machine Vision Conference (BMVC)
  • Rodrigues CN, Guimarães FG & Dos Santos JA (2025) . 2025 38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 1-5), 30 September 2025 - 3 October 2025.
  • Coelho T, Ribeiro LSF, Macedo J, dos Santos JA & Avila S (2025) . FAccT '25: Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (pp 1543-1553). Athens, Greece, 23 June 2025 - 23 June 2025.
  • Caetano C, Santos GOD, Petrucci C, Barros A, Laranjeira C, Ribeiro LSF, de Mendonça JF, dos Santos JA & Avila S (2025) . FAccT '25: Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (pp 2542-2553). Athens, Greece, 23 June 2025 - 23 June 2025.
  • da Silva MP, Schaefer MAR, Oliveira HN, Reis JCS, Nunes IM & dos Santos JA (2024) . 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 1-6), 30 September 2024 - 3 October 2024.
  • Caetano C, Ferraz Ribeiro LS, Laranjeira C, dos Santos GO, Barros A, Petrucci C, dos Santos AA, Macedo J, Carvalho G, Benevenuto F , dos Santos JA et al (2024) . 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 01-06), 30 September 2024 - 3 October 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). Rome, Italy, 27 February 2024 - 27 February 2024.
  • 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) (pp 8351-8361), 3 January 2024 - 8 January 2024.
  • Moreira DAB, Ferreira AI, Silva J, dos Santos GO, Pereira L, Gondim JM, Bonil G, Maia H, da Silva N, Hashiguti ST , dos Santos JA et al (2024) FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. 35th British Machine Vision Conference Workshop Proceedings Bmvc 2024
  • de Faria LC, Brito M, Nogueira K & dos Santos JA (2023) . 2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 1-6), 6 November 2023 - 9 November 2023.
  • Laranjeira C, Andrade D & dos Santos JA (2023) . 2023 IEEE International Conference on Image Processing Challenges and Workshops (ICIPCW) (pp 1-5), 8 October 2023 - 11 October 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 (pp 715-726), 19 February 2023 - 21 February 2023.
  • de Faria LC, Brito M, Nogueira K & dos Santos JA (2023) . 2023 36TH CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, SIBGRAPI 2023 (pp 181-186)
  • (2022) . 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp i-ii), 24 October 2022 - 27 October 2022.
  • Oliveira H, Cesar RM, Gama PHT & Santos JAD (2022) . 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 288-293), 24 October 2022 - 27 October 2022.
  • Nunes IM, Poggi M, Oliveira H, Pereira MB & Santos JAD (2022) . 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 314-319), 24 October 2022 - 27 October 2022.
  • Nunes I, Pereira MB, Oliveira H, dos Santos JA & Poggi M (2022) . 2022 IEEE International Conference on Image Processing (ICIP) (pp 946-950), 16 October 2022 - 19 October 2022.
  • Laranjeira da Silva C, Macedo J, Avila S & dos Santos J (2022) . 2022 ACM Conference on Fairness Accountability and Transparency (pp 2189-2205)
  • Vendramini M, Oliveira H, Machado A & Santos JAD (2021) . 2021 IEEE International Conference on Image Processing (ICIP) (pp 1314-1318), 19 September 2021 - 22 September 2021.
  • Martins J, Nogueira K, Zamboni P, de Oliveira PTS, Goncalves WN, dos Santos JA & Marcato J (2021) . 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp 6932-6935), 11 July 2021 - 16 July 2021.
  • Laranjeira C, Mota VF & dos Santos JA (2021) . 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 1-8), 18 October 2021 - 22 October 2021.
  • Gama PHT, Oliveira H & dos Santos JA (2021) . 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 89-96), 18 October 2021 - 22 October 2021.
  • Pereira MB & dos Santos JA (2021) . 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 278-285), 18 October 2021 - 22 October 2021.
  • Ferreira E, Brito M, Balaniuk R, Alvim MS & Santos JAD (2020) . 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS) (pp 339-344), 22 March 2020 - 26 March 2020.
  • Pereira MB & Santos JAD (2020) . 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 22 March 2020 - 26 March 2020.
  • da Silva CCV, Nogueira K, Oliveira HN & Santos JAD (2020) . 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 22 March 2020 - 26 March 2020.
  • Pereira MB & dos Santos JA (2019) . 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 202-209), 28 October 2019 - 30 October 2019.
  • Caetano C, Sena J, Bremond F, Dos Santos JA & Schwartz WR (2019) . 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 18 September 2019 - 21 September 2019.
  • Nogueira K, Cesar C, Gama PHT, Machado GLS & dos Santos JA (2019) . 2019 XV Workshop de Visão Computacional (WVC) (pp 72-77), 9 September 2019 - 11 September 2019.
  • Tavares EA, da S. Torres R & dos Santos JA (2019) . IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (pp 254-257), 28 July 2019 - 2 August 2019.
  • de Oliveira HN, de Avelar CS, Machado AMC, de Albuquerque Araujo A & dos Santos JA (2019) (pp 690-698)
  • Ferreira E, Oliveira H, Alvim MS & dos Santos JA (2019) (pp 72-80)
  • Santana TMHC, Torres RDS & dos Santos JA (2018) . IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (pp 6199-6202), 22 July 2018 - 27 July 2018.
  • Vargas-Munoz JE, Marcos D, Lobry S, dos Santos JA, Falcao AX & Tuia D (2018) . IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (pp 1284-1287), 22 July 2018 - 27 July 2018.
  • Macedo J, Costa F & A. dos Santos J (2018) . 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 455-462), 29 October 2018 - 1 November 2018.
  • Oliveira H & dos Santos J (2018) . 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 204-211), 29 October 2018 - 1 November 2018.
  • Caetano C, A. dos Santos J & Robson Schwartz W (2018) . Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (pp 301-308), 27 January 2018 - 29 January 2018.
  • Santos AB, De A. Araujo A, dos Santos JA, Schwartz WR & Menotti D (2017) . 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 3648-3651), 23 July 2017 - 28 July 2017.
  • Santana TMHC, Nogueira K, Machado AMC & dos Santos JA (2017) . 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 3027-3031), 23 July 2017 - 28 July 2017.
  • Nogueira K, dos Santos JA, Cancian L, Borges BD, Silva TSF, Morellato LP & Torres RDS (2017) . 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 3787-3790), 23 July 2017 - 28 July 2017.
  • Vargas-Munoz JE, Tuia D, dos Santos JA & Falcao AX (2017) . 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 3688-3691), 23 July 2017 - 28 July 2017.
  • Hernandez Albarracin JF, Ferreira E, dos Santos JA & Torres RDS (2017) . 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 554-557), 23 July 2017 - 28 July 2017.
  • Caetano C, de Melo VHC, dos Santos JA & Schwartz WR (2017) . 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 47-54), 17 October 2017 - 20 October 2017.
  • Baeta R, Nogueira K, Menotti D & dos Santos JA (2017) . 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 262-268), 17 October 2017 - 20 October 2017.
  • Santana TMHC, Machado AMC, de A. Araújo A & dos Santos JA (2017) (pp 300-308)
  • Santos AB, Araujo ADA, dos Santos JA, Schwartz WR & Menotti D (2017) COMBINATION TECHNIQUES FOR HYPERSPECTRAL IMAGE INTERPRETATION. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) (pp 3644-3647)
  • De Oliveira HN, Dos Santos JA, de Melo MC, do Rego TG & Batista LV (2016) . 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 32-39), 4 October 2016 - 7 October 2016.
  • Ferreira E, Araujo ADA & Dos Santos JA (2016) . 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 416-423), 4 October 2016 - 7 October 2016.
  • Hernandez Albarracin JF, Dos Santos JA & Torres RDS (2016) . 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp 408-415), 4 October 2016 - 7 October 2016.
  • Nogueira K, Dos Santos JA, Fornazari T, Freire Silva TS, Morellato LP & S. Torres RD (2016) . 2016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS) (pp 1-6), 4 December 2016 - 4 December 2016.
  • Ferreira A, Dos Santos JA & Rocha A (2016) . Intelligent Data Analysis, Vol. 20(s1) (pp S17-S36)
  • Ferreira EJ, Araujo ADA & dos Santos JA (2016) . 2016 29TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI) (pp 416-423)
  • Hernandez Albarracin JF, dos Santos JA & Torres RDS (2016) . 2016 29TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI) (pp 408-415)
  • de Oliveira HN, dos Santos JA, de Melo MC, do Rego TG & Batista LV (2016) . 2016 29TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI) (pp 32-39)
  • Muñoz JAV, Li LT, Dourado ÍC, Nogueira K, Fadel SG, Penatti OAB, Almeida J, Pereira LAM, Calumby RT, Dos Santos JA & Da Torres RS (2016) RECOD @ Placing task of MediaEval 2016: A ranking fusion approach for geographic-location prediction of multimedia objects. Ceur Workshop Proceedings, Vol. 1739
  • Nogueira K, Dalla Mura M, Chanussot J, Schwartz WR & dos Santos JA (2016) . 2016 23rd International Conference on Pattern Recognition (ICPR) (pp 3566-3571), 4 December 2016 - 8 December 2016.
  • Caetano C, dos Santos JA & Schwartz WR (2016) . 2016 23rd International Conference on Pattern Recognition (ICPR) (pp 1947-1952), 4 December 2016 - 8 December 2016.
  • Vargas JE, Falcao AX, dos Santos JA, Esquerdo JCDM, Coutinho AC & Antunes JFG (2015) . 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp 1132-1135), 26 July 2015 - 31 July 2015.
  • Pessoa RF, Schwartz WR & dos Santos JA (2015) (pp 424-431)
  • Nogueira K, Schwartz WR & dos Santos JA (2015) (pp 67-74)
  • de Andrade EF, de Albuquerque Araújo A & dos Santos JA (2015) (pp 59-66)
  • Penatti OAB, Nogueira K & dos Santos JA (2015) . 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp 44-51), 7 June 2015 - 12 June 2015.
  • Nogueira K, Miranda WO & Dos Santos JA (2015) . 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images (pp 289-296), 26 August 2015 - 29 August 2015.
  • Tinoco SLJL, Menotti D, dos Santos JA & Moreira GJP (2015) (pp 544-556)
  • Li LT, Muñoz JAV, Almeida J, Calumby RT, Penatti OAB, Dourado ÍC, Nogueira K, Mendes PR, Pereira LAM, Pedronette DCG , Dos Santos JA et al (2015) RECOD @ placing task of MediaEval 2015. Ceur Workshop Proceedings, Vol. 1436
  • Santos LCBD, Almeida J, Dos Santos JA, Guimaraes SJF, Araujo ADA, Alberton B, Morellato LPC & Torres RDS (2014) . 2014 IEEE 10th International Conference on e-Science (pp 263-270), 20 October 2014 - 24 October 2014.
  • Vargas JE, Saito PTM, Falcao AX, De Rezende PJ & Dos Santos JA (2014) . 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (pp 173-179), 26 August 2014 - 30 August 2014.
  • dos Santos LCB, Guimaraes SJF, Araujo ADA & dos Santos JA (2014) . 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (pp 157-164), 26 August 2014 - 30 August 2014.
  • Veloso AA, Dos Santos JA & Nogueira K (2014) . 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (pp 327-334), 26 August 2014 - 30 August 2014.
  • Moreira M, dos Santos JA & Veloso A (2014) . Proceedings of International Conference on Multimedia Retrieval (pp 361-368)
  • Dos Santos JA & Da Silva Torres R (2013) . 2013 26th Conference on Graphics, Patterns and Images Tutorials (pp 23-30), 5 August 2013 - 8 August 2013.
  • da S. Torres R, Hasegawa M, Tabbone S, Almeida J, dos Santos JA, Alberton B & Morellato LPC (2013) . 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS (pp 3598-3601), 21 July 2013 - 26 July 2013.
  • dos Santos JA, Penatti OAB, da S. Torres R, Gosselin P-H, Philipp-Foliguet S & Falcao AX (2013) . 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS (pp 2982-2985), 21 July 2013 - 26 July 2013.
  • Tinoco SLJL, Santos HG, Menotti D, Santos AB & dos Santos JA (2013) . 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS (pp 4082-4085), 21 July 2013 - 26 July 2013.
  • Faria FA, dos Santos JA, Sarkar S, Rocha A & Torres RDS (2013) . 2013 XXVI Conference on Graphics, Patterns and Images (pp 16-23), 5 August 2013 - 8 August 2013.
  • Almeida J, dos Santos JA, Alberton BC, Morellato LPC & da S. Torres R (2013) . 2013 IEEE International Conference on Image Processing (pp 4412-4416), 15 September 2013 - 18 September 2013.
  • Almeida J, Santos JAD, Alberton B, Morellato LPC & Torres RDS (2013) . 2013 IEEE 9th International Conference on e-Science (pp 148-154), 22 October 2013 - 25 October 2013.
  • Faria FA, Santos JAD, Rocha A & Torres RDS (2012) . 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images (pp 252-259), 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 (pp 1-8), 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 (pp 2221-2224), 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)
  • Nakamura R, Papa J, Fonseca L, Santos JAD & Torres RDS (2012) . 2012 IEEE International Geoscience and Remote Sensing Symposium (pp 3066-3069), 22 July 2012 - 27 July 2012.
  • 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)
  • Santos JA, Faria F, Calumby R, Torres RDS & Lamparelli RAC (2010) . 2010 IEEE International Geoscience and Remote Sensing Symposium (pp 3418-3421), 25 July 2010 - 30 July 2010.
  • Geovana N. Macário C, dos Santos JA, Medeiros CB & da S. Torres R (2010) . Proceedings of the 6th Workshop on Geographic Information Retrieval (pp 1-7)
  • Santos JAD, Ferreira CD & Torres RDS (2008) . 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing (pp 155-162), 12 October 2008 - 15 October 2008.
  • Coelho T, Ribeiro LSF, Macedo J, Santos JAD & Avila S () . Anais Estendidos da XXXVII Conference on Graphics, Patterns and Images (SIBGRAPI Estendido 2024) (pp 8-14)
  • Machado G, Nogueira K & Santos JAD () . Anais Estendidos da XXXIV Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2021) (pp 63-69)
  • Oliveira H, Araújo ADA & Santos JAD () . Anais Estendidos da XXXIV Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2021) (pp 98-104)
  • Nogueira K, Schwartz WR & Dos Santos JA () . Anais Estendidos da Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2020) (pp 98-104)
  • Caetano C, Dos Santos JA & Schwartz WR () . Anais Estendidos da Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2020) (pp 84-90)
  • Da Silva CCV & Dos Santos JA () . Anais Estendidos da Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2020) (pp 63-69)
  • Pereira MB & Dos Santos JA () . Anais Estendidos da Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2020) (pp 77-83)
  • Ferreira E, Brito M, Balaniuk R, Alvim MS & dos Santos JA () . The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XLII-3/W12-2020 (pp 343-348)
  • Fernandes E, Wildemberg P & Dos Santos J () . Anais do XVI Workshop de Visão Computacional (WVC 2020) (pp 117-122)
  • Mota VF, Santos JAD & Araújo ADA () . Anais Estendidos do XXXII Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2019) (pp 28-34)

Theses

  • Dos santos JA .

Preprints

  • Laranjeira C, Pereira MB, Vitor Ferreira de Oliveira R, Barbosa GL, Fernandes CM, Moralejo Bermudi PM, de Resende EFR, Fernandes EAM, Nogueira K, Andrade VR , Quintanilha JA et al (2023) , Cold Spring Harbor Laboratory.
  • Laranjeira C, Andrade D & Santos JAD (2023) YOLOv7 for Mosquito Breeding Grounds Detection and Tracking.
  • Machado GS, Nogueira K, Pereira MB & dos Santos JA () .
Research group

Computer Vision research group

Grants
  • SmartPest-Ghana: Exploring LLM-Driven Mobile Solutions for Climate-Smart Pest Management in Maize Farming, Innovate UK, 08/2025 - 01/2026, £29,637, as Co-I
  • FORGE: Forest Governance through AI-enabled Evaluation of Species Mapping in the Peruvian Amazon, Grantham Centre for Sustainable Futures, 11/2025 - 07/2026, £24,569, as PI