- Research Grants
Mechanical Engineering from USP São Paulo University (1995), PhD in Mechanical Engineering from UNESP (2010). Assistant Professor at UNESP - Universidade Paulista Julio de Mesquita Filho and Vice-coordinator of the Industrial Engineering Campus Itapeva. Has experience in Computer Science, and engineering applications acting on the following subjects: machine learning, image processing and system control. Postdoctoral: ?Deep Learning for Biological Image Classiﬁcation?. In this work was used Machine Learning techniques like, Deep neural network, Kohonen Self Organization Maps, Support Vector machine, decision trees, in order to classify texture descriptors extract from timber images. Academic performance in the following areas: Machine Learning, Image processing, System Control (Source: Lattes Curriculum)
High added-value problems initially motivated to developing specialized, methodologically rigid single purpose industrial visual inspection systems. These solutions work with well dened inspection targets, and when the changes in manufacturing processes are known, such as modications to mechanical assembly. The inspection challenges of natural materials ranging from sorting of coee bean...
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(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)