She is a Computer Science major and special postgraduate student at UNESP São José do Rio Preto campus. During her undergraduate studies, she received a FAPESP scholarship, developing a scientific initiation in the area of #8203;#8203;AI focused on analyzing textures in images. She published a scientific article at an international conference and was awarded the second best scientific initiation research at Ibilce, being the first in the area of #8203;#8203;exact sciences, at the UNESP Scientific Initiation Congress in 2024. Currently, she is an intern in a private company in the area of #8203;#8203;AI for object detection in images. She is interested in the research fields of Computer Vision, Artificial Intelligence, Pattern Recognition, Machine Learning and Artificial Neural Networks. (Source: Lattes Curriculum)
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Texture analysis is a classic yet still challenging task in computer vision, for which artificial neural networks are actively being applied. Most approaches take advantage of large and complex architectures of convolutional neural networks trained with huge databases and that demand high processing power. In contrast to these approaches based on complex architectures, Randomized Neural N…
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