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Hélio Pedrini

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Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Hélio Pedrini received a Ph.D. degree in Electrical and Computer Engineering from Rensselaer Polytechnic Institute, Troy, NY, USA, in 2000. He received his M.Sc. degree in Electrical Engineering from the University of Campinas, Brazil, in 1994, and his B.Sc. degree in Computer Science from the University of Campinas, Brazil, in 1986. He is currently a professor in the Institute of Computing at the University of Campinas, Brazil. He was a visiting scholar at the following institutions: in the Digital Imaging Research Centre at Kingston University, London, United Kingdom, from December 2014 to February 2015; in the Centre for Intelligent Machines at McGill University, Montreal, Canada, from December 2013 to February 2014; in the Department of Computer Science at the University of California, Davis, USA, from September 2005 to August 2006. Some recent coordinating activities include: Coordinator of Undergraduate Computer Engineering Course from July 2014 to June 2015, Associate Coordinator of Undergraduate Computer Engineering Course from July 2013 to June 2014, Coordinator of Undergraduate Computer Science Course from July 2011 to June 2013, Associate Coordinator of Undergraduate Computer Science Course from July 2009 to June 2011, and Coordinator of Visual Informatics Laboratory from 2009 to 2011. He has received financial support for research projects from a number of funding agencies. He has served as a member of technical committee and reviewer for several conferences and journals. He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and of the Brazilian Computer Society (SBC). His research interests include image processing, computer vision, pattern recognition, machine learning, computational geometry, geometric modeling, computer graphics, scientific visualization. (Source: Lattes Curriculum)

Research grants
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FAPESP support in numbers * Updated October 12, 2019
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Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (10)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications10
Citations110
Cit./Article11.0
Data from Web of Science

MAXIMIANO DA SILVA, FLAVIO ALTINIER; PEDRINI, HELIO. Effects of cultural characteristics on building an emotion classifier through facial expression analysis. JOURNAL OF ELECTRONIC IMAGING, v. 24, n. 2, . Web of Science Citations: 4. (11/22749-8, 14/04020-9)

SCHWARTZ, WILLIAM ROBSON; DE SIQUEIRA, FERNANDO ROBERTI; PEDRINI, HELIO. Evaluation of feature descriptors for texture classification. JOURNAL OF ELECTRONIC IMAGING, v. 21, n. 2, . Web of Science Citations: 9. (10/10618-3)

TOKUDA, ERIC; PEDRINI, HELIO; ROCHA, ANDERSON. Computer generated images vs. digital photographs: A synergetic feature and classifier combination approach. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 24, n. 8, p. 1276-1292, . Web of Science Citations: 11. (11/22749-8, 10/13745-6, 10/05647-4)

DA SILVA, RICARDO DUTRA; MINETTO, RODRIGO; SCHWARTZ, WILLIAM ROBSON; PEDRINI, HELIO. Adaptive edge-preserving image denoising using wavelet transforms. PATTERN ANALYSIS AND APPLICATIONS, v. 16, n. 4, p. 567-580, . Web of Science Citations: 21. (10/10618-3)

SCHWARTZ, WILLIAM ROBSON; GUO, HUIMIN; CHOI, JONGHYUN; DAVIS, LARRY S.. Face Identification Using Large Feature Sets. IEEE Transactions on Image Processing, v. 21, n. 4, p. 2245-2255, . Web of Science Citations: 54. (10/10618-3)

DE MORAES, THIAGO F.; AMORIM, PAULO H. J.; DA SILVA, JORGE V. L.; PEDRINI, HELIO. Isosurface rendering of medical images improved by automatic texture mapping. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, v. 6, n. 4, SI, p. 379-385, . Web of Science Citations: 0. (15/12228-1, 11/22749-8)

MUSSEL CIRNE, MARCOS VINICIUS; PEDRINI, HELIO. VISCOM: A robust video summarization approach using color co-occurrence matrices. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, n. 1, p. 857-875, . Web of Science Citations: 4. (15/12228-1)

DE ALCANTARA, MARLON FERNANDES; MOREIRA, THIERRY PINHEIRO; PEDRINI, HELIO; FLOREZ-REVUELTA, FRANCISCO. Action identification using a descriptor with autonomous fragments in a multilevel prediction scheme. SIGNAL IMAGE AND VIDEO PROCESSING, v. 11, n. 2, p. 325-332, . Web of Science Citations: 4. (11/22749-8, 12/20738-1)

ALCANTARA, MARLON F.; PEDRINI, HELIO; CAO, YU. Human Action Classification Based on Silhouette Indexed Interest Points for Multiple Domains. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, v. 17, n. 3, . Web of Science Citations: 1. (14/12236-1, 15/12228-1)

BALABANIAN, FELIPE; SANT'ANA DA SILVA, EDUARDO; PEDRINI, HELIO. Image Thresholding Improved by Global Optimization Methods. APPLIED ARTIFICIAL INTELLIGENCE, v. 31, n. 3, p. 197-208, . Web of Science Citations: 2. (15/12228-1)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

LIMA, Vitor de. Codificação de vídeo baseada em fractais e representações esparsas. 2012. Dissertação (Mestrado) - Instituto de Computação. Universidade Estadual de Campinas (UNICAMP). (10/02910-6)

TOKUDA, Eric Keiji. Projeto e desenvolvimento de técnicas forenses para identificação de imagens sintéticas. 2012. Dissertação (Mestrado) - Instituto de Computação. Universidade Estadual de Campinas (UNICAMP). (10/13745-6)

SILVA, Ricardo Dutra da. Discrete Morse complex of images : algorithms, modeling and applications = Complexo discreto de Morse para imagens: algoritmos, modelagem e aplicações. 2013. Tese (Doutorado) – Instituto de Computação. Universidade Estadual de Campinas (UNICAMP). (09/10627-5)

ALCANTARA, Marlon Fernandes de. Identificação de ações humanas em vídeos utilizando descritor de fragmentos autônomos e predição multinível. 2015. Tese (Doutorado) – Instituto de Computação. Universidade Estadual de Campinas. (12/20738-1)

MOREIRA, Thierry Pinheiro. Video action recognition based on fusion of visual rhythm representations : Reconhecimento de ações em vídeos baseado na fusão de representações de ritmos visuais. 2018. Tese (Doutorado) – Universidade Estadual de Campinas, Instituto de Computação. (15/03156-7)

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