Eduardo Valle

Cited by

	All	Since 2016
Citations	2512	1782
h-index	25	23
i10-index	53	41

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2007200820092010201120122013201420152016201720182019202020219 10 16 24 49 72 116 179 190 208 230 340 464 462 75

Co-authors

Sandra AvilaProfessor of Computer Science, University of Campinas (Unicamp)Verified email at ic.unicamp.br
Arnaldo de Albuquerque AraujoProfessor of Computer Science, Federal University of Minas GeraisVerified email at dcc.ufmg.br
Matthieu CordProfessor of Computer Science, Sorbonne UniversityVerified email at lip6.fr
Ricardo da Silva TorresFull Professor, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Dr. Anderson Rocha (Associate Profes...University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
Michel FornacialiData Science Specialist @ Albert Einstein Israelite HospitalVerified email at einstein.br
Otávio A. B. PenattiResearcher at Samsung, BrazilVerified email at ic.unicamp.br
Ramon PiresPh.D. in Computer Science at University of CampinasVerified email at ic.unicamp.br
Siome GoldensteinGoogleVerified email at google.com
Mauricio PerezPhD student, Nanyang Technological UniversityVerified email at ntu.edu.sg
Jacques WainerUniversity of CampinasVerified email at ic.unicamp.br
Nicolas ThomeProfessor of Computer Science, Cnam Paris, FranceVerified email at cnam.fr
Vanessa Testoni, PhDResearch Leader in Media Standards at Samsung Research BrazilVerified email at ieee.org
Afonso MenegolaUniversidade Estadual de CampinasVerified email at apoioedu.sc.senai.br
Daniel MoreiraUniversity of Notre DameVerified email at nd.edu
Daniel Bastos MoraesResearcherVerified email at students.ic.unicamp.br
Pedro TabacofUniversity of CampinasVerified email at dca.fee.unicamp.br
Fillipe Dias Moreira de SouzaPhD, University of South FloridaVerified email at mail.usf.edu
Herbert F JelinekDepartment of Biomedical Engineering, Khalifa University, Abu DhabiVerified email at ku.ac.ae
Alceu BissotoUNICAMPVerified email at ic.unicamp.br

Eduardo Valle

Faculty of Electrical and Computing Engineering (FEEC), University of Campinas (UNICAMP)

Verified email at dca.fee.unicamp.br - Homepage

Machine Learning Computer Vision Health Education


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Comparative Study of Global Color and Texture Descriptors for Web Image Retrieval OAB Penatti, E Valle, RS Torres Journal of Visual Communication and Image Representation, 2012	231	2012
Pooling in image representation: the visual codeword point of view S Avila, N Thome, M Cord, E Valle, AA de Araújo Computer Vision and Image Understanding 117 (5), 453–465, 2013	201	2013
Exploring the space of adversarial images P Tabacof, E Valle 2016 International Joint Conference on Neural Networks (IJCNN), 426–433, 2015	130	2015
Knowledge transfer for melanoma screening with deep learning A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila, E Valle 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017	111	2017
Violence detection in video using spatio-temporal features FDM de Souza, GC Chávez, EA do Valle, A de A Araujo Graphics, Patterns and Images (SIBGRAPI), 2010 23rd SIBGRAPI Conference on …, 2010	106	2010
Visual word spatial arrangement for image retrieval and classification OAB Penatti, FB Silva, E Valle, V Gouet-Brunet, RS Torres Pattern Recognition 47 (2), 705-720, 2014	101	2014
RECOD titans at ISIC challenge 2017 A Menegola, J Tavares, M Fornaciali, LT Li, S Avila, E Valle arXiv preprint arXiv:1703.04819, 2017	93	2017
Bossa: Extended bow formalism for image classification S Avila, N Thome, M Cord, E Valle, AA Araújo 2011 18th IEEE International Conference on Image Processing, 2909-2912, 2011	86	2011
Video pornography detection through deep learning techniques and motion information M Perez, S Avila, D Moreira, D Moraes, V Testoni, E Valle, S Goldenstein, ... Neurocomputing 230, 279-293, 2017	82	2017
Data augmentation for skin lesion analysis F Perez, C Vasconcelos, S Avila, E Valle OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018	76	2018
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
Assessing the need for referral in automatic diabetic retinopathy detection R Pires, HF Jelinek, J Wainer, S Goldenstein, E Valle, A Rocha IEEE Transactions on Biomedical Engineering 60 (12), 3391-3398, 2013	64	2013
Transfer learning using convolutional neural networks for face anti-spoofing O Lucena, A Junior, V Moia, R Souza, E Valle, R Lotufo International conference image analysis and recognition, 27-34, 2017	60	2017
High-dimensional descriptor indexing for large multimedia databases E Valle, M Cord, S Philipp-Foliguet Proceedings of the 17th ACM conference on Information and knowledge …, 2008	57	2008
Advancing bag-of-visual-words representations for lesion classification in retinal images R Pires, HF Jelinek, J Wainer, E Valle, A Rocha PloS one 9 (6), e96814, 2014	53	2014
Skin lesion synthesis with generative adversarial networks A Bissoto, F Perez, E Valle, S Avila OR 2.0 context-aware operating theaters, computer assisted robotic endoscopy …, 2018	45	2018
Pornography classification: The hidden clues in video space–time D Moreira, S Avila, M Perez, D Moraes, V Testoni, E Valle, S Goldenstein, ... Forensic science international 268, 46-61, 2016	43	2016
The impact of visual attributes on online image diffusion LC Totti, FA Costa, S Avila, E Valle, W Meira Jr, V Almeida Proceedings of the 2014 ACM conference on Web science, 42-51, 2014	43	2014
Adversarial images for variational autoencoders P Tabacof, J Tavares, E Valle arXiv preprint arXiv:1612.00155, 2016	41	2016
Beyond lesion-based diabetic retinopathy: a direct approach for referral R Pires, S Avila, HF Jelinek, J Wainer, E Valle, A Rocha IEEE journal of biomedical and health informatics 21 (1), 193-200, 2015	38	2015

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