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Universidade Estadual de Campinas (UNICAMP). Centro de Estudos de Energia e Petróleo (CEPETRO) (Institutional affiliation from 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 full 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)
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The Horus Project is an ambitious and multidisciplinary endeavor aimed at contributing to the landscape of artificial intelligence (AI) research and to digital media trust. Comprising five distinct and interconnected research lines --- robust feature learning (A), open-set recognition (B), self-supervised learning (C), multi-modality learning (D), and fusion techniques (E) --- the project…
The present proposal is divided into four research lines, namely: 1) Production Optimization (RL1) - Reservoir Modeling; 2) Production Optimization (RL2) - Artificial Lift and Flow Assurance; 3) EOR/IOR (RL3); and 4) Water Handling (RL4). In the Reservoir Modeling plan, the initial application (first years of project) will be in a reservoir with the characteristics of the Peregrino field …
Supplementary and / or alternative communication (SAC) is characterized by the use of gestures, facial and body expressions, graphic symbols, photos, objects, digitized or synthesized voice, which aims to promote face-to-face communication of individuals with difficulties in communication. It is known that according to the 2010 Census, in Brazil there are 23.9% of the Brazilian population…
Information security is one of main factors for banking sector. Thus, achieving a high security level is essential for customers and stakeholders when using online banking services. As a result, information security is one of major concerns for any bank, especially for e-banking systems. Recently the number of attacks and malicious applications targeting e-banking transactions has signifi…
In this research project, we focus on synchronizing specific events in space and time (X-coherence), fact-checking, and mining persons, objects and contents of interest from various and heterogeneous sources including - but not limited to - the internet, social media and surveillance imagery. For that, we seek to harness information from various media sources and synchronize the multiple …
(Only some records are available in English at this moment)
This post-doctorate research work plan focuses on two primary tasks in the context of the Energy Production Innovation Center (EPIC) involving Equinor/Unicamp/Fapesp.The first task is the use of image processing and machine learning techniques to analyze computed tomography (CT) images, nuclear magnetic resonance (NMR), and borehole images (BHI) in order to detect and characterize structu…
The colorization process consists of reconstituting the colors of images or videos that did not capture this information at the time of obtaining the pixel information. In this sense, the color restoration of images and videos was originally done manually, which required an excess of hours in the coloring process and was something very prone to failure. With the emergence of digital image…
The purpose of this document is to present our doctoral thesis proposal for detecting and identifying human actions in video sequences based on the combination of computer vision, image processing and machine learning techniques. The problem of human action recognition can be applied to a large variety of tasks, such as surveillance systems, intelligent homes, health monitoring, and human…
The earliest studies in the Science of Criminology are attributed to the late nineteenth century. Over the decades, Criminology has witnessed its sociological essence encompassing practices from other areas of knowledge, characterizing itself as an inherently interdisciplinary science from the beginning. The adoption of concepts of the Exact Sciences in investigations in Criminology prese…
(Only some records are available in English at this moment)
The analysis of remote sensing images is a task that is constantly receiving new approaches, whether for the improvement of current methods for solving problems of soil classification, cloud detection or changes in relief. In order to develop new techniques for this field and to improve existing ones, this project consists of two approaches. For this purpose, the first proposed solution i…
The theories about crime and correction have their inception in the eighteenth century, highly influenced by the anthropological thoughts emerging during the age of Enlightenment. Throughout the decades, the criminological studies observed their sociological essence encompassing practices from other scientific fields to explain the more contemporary questions, becoming Criminology therefo…
This document describes the research plan to be conducted during the post-doctoral internship at Simon Fraser University in Vancouver, Canada. The research topic, inserted in the areas of Computer Vision, Image Processing and Machine Learning, focuses primarily on research and the improvement of techniques for the recognition of complex events in videos such as actions, activities, anomal…
(Only some records are available in English at this moment)
| 2 / 2 | Ongoing grants |
| 5 / 5 | Completed research grants |
| 2 / 2 | Ongoing scholarships in Brazil |
| 12 / 12 | Completed scholarships in Brazil |
| 4 / 4 | Completed scholarships abroad |
| 25 / 25 | All research grants and scholarships |
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