Image generation by GAN and style transfer for agar plate image segmentation.

Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco

Andreini, Paolo; Bonechi, Simone; Bianchini, Monica; Mecocci, Alessandro; Scarselli, Franco.

Afiliação

Andreini P; Department of Information Engineering and Mathematics, University of Siena, Via Roma 56, Siena, Italy. Electronic address: paolo.andreini@unisi.it.
Bonechi S; Department of Information Engineering and Mathematics, University of Siena, Via Roma 56, Siena, Italy.
Bianchini M; Department of Information Engineering and Mathematics, University of Siena, Via Roma 56, Siena, Italy.
Mecocci A; Department of Information Engineering and Mathematics, University of Siena, Via Roma 56, Siena, Italy.
Scarselli F; Department of Information Engineering and Mathematics, University of Siena, Via Roma 56, Siena, Italy.

Comput Methods Programs Biomed ; 184: 105268, 2020 Feb.

Article em En | MEDLINE | ID: mdl-31891902

Assuntos

Ágar; Bactérias/crescimento & desenvolvimento; Processamento de Imagem Assistida por Computador/métodos; Algoritmos; Aprendizado Profundo; Humanos; Redes Neurais de Computação

Palavras-chave

Agar plate image; Bacterial culture; Deep learning; Generative adversarial network; Semantic segmentation; Synthetic image generation

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Bactérias / Processamento de Imagem Assistida por Computador / Ágar Tipo de estudo: Qualitative_research Limite: Humans Idioma: En Revista: Comput Methods Programs Biomed Ano de publicação: 2020 Tipo de documento: Article

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