Fabio Augusto Faria

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Ricardo da Silva TorresFull Professor, Wageningen University & Research and Norwegian University of Science and TechnologyVerified email at ntnu.no
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
João Paulo PapaFull Professor, IEEE Senior, Alexander von Humboldt Research Fellow, São Paulo State UniversityVerified email at unesp.br
Jurandy AlmeidaAssistant Professor, Federal University of São Carlos (UFSCAR)Verified email at ufscar.br
Roberto A ZucchiProfessor de Entomologia, Universidade de São PauloVerified email at usp.br
Tiago Carvalho, Ph.D.Federal Institute of São PauloVerified email at ifsp.edu.br
Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Thomas M. LewinsohnProfessor Titular de Ecologia (Professor of Ecology), UNICAMP, Campinas SP, BrazilVerified email at unicamp.br
Leonardo Ré JorgeDepartment of Ecology, Biology Centre, Czech Academy of SciencesVerified email at entu.cas.cz
Wagner Meira, Jr.Professor of Computer Science, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
Rodrigo Tripodi CalumbyProfessor, University of Feira de SantanaVerified email at uefs.br
Adriano VelosoAssociate Professor of Computer Science, Universidade Federal de Minas GeraisVerified email at dcc.ufmg.br
Eduardo ValleFaculty of Electrical and Computing Engineering (FEEC), University of Campinas (UNICAMP)Verified email at dca.fee.unicamp.br
Marcos Andre GoncalvesComputer Science Professor, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
Rubens Augusto Camargo LamparelliPesquisador no Núcleo Interdisciplinar de Planejamento EnergéticoVerified email at nipeunicamp.org.br
Sudeep SarkarDistinguished University Professor, Computer Science and Engineering, University of South FloridaVerified email at usf.edu
Philippe-Henri GosselinPrincipal Scientist, InterDigital R&D FranceVerified email at interdigital.com
Luiz Camolesi Jr.University of Campinas - UNICAMPVerified email at ft.unicamp.br
Thiago Vallin SpinaMicrosoft ResearchVerified email at microsoft.com
Javier MontoyaETH ZurichVerified email at ethz.ch

Fabio Augusto Faria

Federal University of São Paulo

Verified email at unifesp.br - Homepage

Information Fusion Machine Learning Image Processing Computer Vision


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Illuminant-based Transformed Spaces for Image Forensics T Carvalho, F Faria, H Pedrini, R Torres, A Rocha Information Forensics and Security, IEEE Transactions on, 2016	105	2016
Learning to rank for content-based image retrieval FF Faria, A Veloso, HM Almeida, E Valle, RS Torres, MA Gonçalves, ... Proceedings of the international conference on Multimedia information …, 2010	66	2010
Deep Feature-based Classifiers for Fruit Fly Identification (Diptera: Tephritidae) MM LEONARDO, TJ CARVALHO, E REZENDE, RA ZUCCHI, FA FARIA 31st Conference on Graphics, Patterns and Images (SIBGRAPI 2018), 2018	60	2018
A framework for selection and fusion of pattern classifiers in multimedia recognition FA Faria, JA Dos Santos, A Rocha, RS Torres Pattern Recognition Letters 39, 52-64, 2014	60	2014
Automatic classifier fusion for produce recognition FA Faria, JA dos Santos, A Rocha, RS Torres 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 252-259, 2012	57	2012
Automatic identification of fruit flies (Diptera: Tephritidae) FA Faria, P Perre, RA Zucchi, LR Jorge, TM Lewinsohn, A Rocha, ... Journal of Visual Communication and Image Representation 25 (7), 1516-1527, 2014	56	2014
A Practical Review on Medical Image Registration: from Rigid to Deep Learning based Approaches N ANDRADE, FA FARIA, FAM CAPPABIANCO 31st Conference on Graphics, Patterns and Images, 2018	33	2018
A stomata classification and detection system in microscope images of maize cultivars AH Aono, JS Nagai, GSM Dickel, RC Marinho, PEAM de Oliveira, ... PloS one 16 (10), e0258679, 2021	31	2021
Fusion of time series representations for plant recognition in phenology studies FA Faria, J Almeida, B Alberton, LPC Morellato, RS Torres Pattern Recognition Letters 83, 205-214, 2016	30	2016
A genetic programming approach for coffee crop recognition JA Santos, F Faria, R Calumby, RS Torres, RAC Lamparelli 2010 IEEE International Geoscience and Remote Sensing Symposium, 3418-3421, 2010	28	2010
Improving image classification through descriptor combination A Mansano, JA Matsuoka, LCS Afonso, JP Papa, F Faria, RS Torres 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 324-329, 2012	22	2012
Mid-level Image Representation for Fruit Fly Identification (Diptera: Tephritidae) MM LEONARDO, S AVILA, RA ZUCCHI, FA FARIA IEEE 13th International Conference on eScience (eScience), 202 -- 209, 2017	19	2017
Time series-based classifier fusion for fine-grained plant species recognition FA Faria, J Almeida, B Alberton, LPC Morellato, A Rocha, RS Torres Pattern Recognition Letters 81, 101-109, 2016	19	2016
Descriptor correlation analysis for remote sensing image multi-scale classification JA dos Santos, FA Faria, RS Torres, A Rocha, PH Gosselin, ... Proceedings of the 21st International Conference on Pattern Recognition …, 2012	18	2012
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images FA Faria, DCG Pedronette, JA dos Santos, A Rocha, RS Torres Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2014	17	2014
Evaluation of time series distance functions in the task of detecting remote phenology patterns JC Conti, FA Farial, J Almeida, B Alberton, LPC Morellato, L Camolesi, ... 2014 22nd International Conference on Pattern Recognition, 3126-3131, 2014	16	2014
Automatic fusion of region-based classifiers for coffee crop recognition FA Faria, JA dos Santos, RS Torres, A Rocha, AX Falcao 2012 IEEE International Geoscience and Remote Sensing Symposium, 2221-2224, 2012	16	2012
Toward an Automated Identification of Anastrepha Fruit Flies in the fraterculus group (Diptera, Tephritidae) P Perre, FA Faria, LR Jorge, A Rocha, RS Torres, MF Souza-Filho, ... Neotropical entomology 45, 554-558, 2016	15	2016
How well can child pedestrians estimate potential traffic hazards? S Sarkar, C Kaschade, F de Faria Transportation research record 1828 (1), 38-46, 2003	14	2003
RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming. FA Faria, RT Calumby, R da Silva Torres CLEF (Notebook Papers/Labs/Workshop), 1-8, 2011	11	2011

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