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Encontrando rostos entre milhões, o auge das redes neurais
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ISBN10: 6209318096
ISBN13: 9786209318092
Publisher: Edicoes Nosso Conhecimento
Published: Dec 8 2025
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786209318092
Publisher: Edicoes Nosso Conhecimento
Published: Dec 8 2025
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Portuguese
O reconhecimento facial é uma das principais áreas de pesquisa em visão computacional. Muito trabalho tem sido feito no desenvolvimento de algoritmos robustos de reconhecimento facial. Esses algoritmos são computacionalmente caros porque o rosto inserido é comparado/correspondido com todos os rostos presentes no banco de dados (também conhecido como espaço de pesquisa). Na literatura, o espaço de caracterÃsticas reduzido é preferÃvel para diminuir a computação. No entanto, a precisão dos métodos de espaço de caracterÃsticas reduzido é bastante baixa. A situação torna-se mais crÃtica para o reconhecimento facial de grandes populações (LPFR). Neste trabalho, foi feito um esforço para resolver o problema acima mencionado. Em vez de reduzir o espaço de caracterÃsticas, a técnica proposta reduz o espaço de pesquisa. Em primeiro lugar, mapas auto-organizados (redes neurais não supervisionadas) são usados para reduzir o espaço de pesquisa no modo offline.
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