R. Hirata Jr

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Junior BarreraProfessor Computer Science, University of São PauloVerified email at ime.usp.br
Nina S. T. HirataComputer Science, University of São PauloVerified email at ime.usp.br
Roberto M Cesar-JrUniversity of São Paulo - USP - BrazilVerified email at ime.usp.br
Luiz Fernando Lima ReisDiretor de Ensino e Pesquisa, Hospital Sírio-LibanêsVerified email at hsl.org.br
Gustavo H. EstevesProfessor de Estatística, Universidade Estadual da ParaíbaVerified email at uepb.edu.br
Fernando SoaresDiretor Médico, Patologia D'Or; Professor Titular, FOUSPVerified email at rededor.com.br
Waleska Kerllen Martins GardesaniUniversidade BrasilVerified email at ub.edu.br
Edward DoughertyProfessor of Electrical and Computer Engineering, Texas A&M UniversityVerified email at ece.tamu.edu
Stéphane CanuProfessor of Data Science, INSA RouenVerified email at insa-rouen.fr
Daniel Macêdo BatistaAssociate Professor, University of São PauloVerified email at ime.usp.br
Elier B. CristoConsultor técnico em TI e Estatística do MS - Ministério da Saúde e da SMS/SP - Secretaria MunicipalVerified email at ime.usp.br
Roberto A. LotufoFull Professor at Faculty of E&CE, Unicamp, CTO @ NeuralMindVerified email at unicamp.br
Jorge GuevaraIBM ResearchVerified email at vision.ime.usp.br
Zhangyang (Atlas) WangXTX Markets & University of Texas at AustinVerified email at utexas.edu
Igor dos Santos MontagnerInsperVerified email at insper.edu.br
Beatriz Simonsen StolfUniversity of São PauloVerified email at usp.br
André Luís MontagniniHospital das Clínicas / Faculdade de Medicina da USP / Hospital Sírio LibanêsVerified email at hc.fm.usp.br
Alex TeleaProfessor of computer science, Utrecht University, the NetherlandsVerified email at uu.nl
Ronaldo Fumio HashimotoAssociate Professor, University of Sao PauloVerified email at ime.usp.br
Daniel Oliveira DantasUniversidade Federal de SergipeVerified email at dcomp.ufs.br

R. Hirata Jr

Associate professor, Computer Science, Universidade de São Paulo

Verified email at ime.usp.br - Homepage

Computer Vision Machine Learning Data Analysis Deep Learning Visualization


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Single image deraining: A comprehensive benchmark analysis S Li, IB Araujo, W Ren, Z Wang, EK Tokuda, RH Junior, R Cesar-Junior, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	340	2019
Molecular classifiers for gastric cancer and nonmalignant diseases of the gastric mucosa SI Meireles, EB Cristo, AF Carvalho, R Hirata Jr, A Pelosof, LI Gomes, ... Cancer Research 64 (4), 1255-1265, 2004	89	2004
Microarray gridding by mathematical morphology R Hirata, J Barrera, RF Hashimoto, DO Dantas Proceedings XIV Brazilian Symposium on Computer Graphics and Image …, 2001	88	2001
Comparative analysis of amplified and nonamplified RNA for hybridization in cDNA microarray LI Gomes, RLA Silva, BS Stolf, EB Cristo, R Hirata Jr, FA Soares, LFL Reis, ... Analytical Biochemistry 321 (2), 244-251, 2003	83	2003
Segmentation of microarray images by mathematical morphology R Hirata Jr, J Barrera, RF Hashimoto, DO Dantas, GH Esteves Real-Time Imaging 8 (6), 491-505, 2002	78	2002
Automatic programming of morphological machines by PAC learning J Barrera, R Terada, R Hirata Jr, NST Hirata Fundamenta Informaticae 41 (1-2), 229-258, 2000	74	2000
A comprehensive benchmark analysis of single image deraining: Current challenges and future perspectives S Li, W Ren, F Wang, IB Araujo, EK Tokuda, RH Junior, RM Cesar-Jr, ... International Journal of Computer Vision 129, 1301-1322, 2021	63	2021
Aperture filters R Hirata Jr, ER Dougherty, J Barrera Signal processing 80 (4), 697-721, 2000	58	2000
Expression profile of malignant and nonmalignant lesions of esophagus and stomach: differential activity of functional modules related to inflammation and lipid metabolism LI Gomes, GH Esteves, AF Carvalho, EB Cristo, R Hirata Jr, WK Martins, ... Cancer research 65 (16), 7127-7136, 2005	57	2005
Early changes in gene expression induced by tobacco smoke: evidence for the importance of estrogen within lung tissue SI Meireles, GH Esteves, R Hirata Jr, S Peri, K Devarajan, M Slifker, ... Cancer Prevention Research 3 (6), 707-717, 2010	56	2010
MMach: a mathematical morphology toolbox for the KHOROS system J Barrera, GJF Banon, RA Lotufo, R Hirata Jr Journal of Electronic Imaging 7 (1), 174-210, 1998	55	1998
Interscity: Addressing future internet research challenges for smart cities DM Batista, A Goldman, R Hirata, F Kon, FM Costa, M Endler 2016 7th International Conference on the Network of the Future (NOF), 1-6, 2016	48	2016
Differentially expressed genes in gastric tumors identified by cDNA array SI Meireles, AF Carvalho, R Hirata Jr, AL Montagnini, WK Martins, ... Cancer letters 190 (2), 199-211, 2003	45	2003
Gene expression profiles in breast tumors regarding the presence or absence of estrogen and progesterone receptors MA Nagai, N Da Rós, MM Neto, SR de Faria Junior, MM Brentani, ... International journal of cancer 111 (6), 892-899, 2004	38	2004
Dissecting the high-frequency bias in convolutional neural networks AA Abello, R Hirata, Z Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	36	2021
Characterization of global transcription profile of normal and HPV-immortalized keratinocytes and their response to TNF treatment L Termini, E Boccardo, GH Esteves, R Hirata, WK Martins, AEL Colo, ... BMC medical genomics 1, 1-17, 2008	36	2008
Differential expression of IGFBP-5 and two human ESTs in thyroid glands with goiter, adenoma and papillary or follicular carcinomas BS Stolf, AF Carvalho, WK Martins, FB Runza, M Brun, R Hirata Jr, ... Cancer letters 191 (2), 193-202, 2003	35	2003
Constructing and visualizing high-quality classifier decision boundary maps FCM Rodrigues, M Espadoto, R Hirata Jr, AC Telea Information 10 (9), 280, 2019	34	2019
Trypanosoma cruzi Gene Expression in Response to Gamma Radiation P Grynberg, DG Passos-Silva, MM Mourão, R Hirata Jr, AM Macedo, ... PLoS One 7 (1), e29596, 2012	29	2012
Segmentação de imagens por morfologia matemática R Hirata Jr Instituto de Matemática e Estatística da Universidade de São Paulo, 07.03. 97., 1997	29	1997

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