Depth Estimation for Integral Imaging Microscopy Using a 3D-2D CNN with a Weighted Median Filter.

Imtiaz, Shariar Md; Kwon, Ki-Chul; Hossain, Md Biddut; Alam, Md Shahinur; Jeon, Seok-Hee; Kim, Nam

Imtiaz, Shariar Md; Kwon, Ki-Chul; Hossain, Md Biddut; Alam, Md Shahinur; Jeon, Seok-Hee; Kim, Nam.

Afiliação

Imtiaz SM; School of Information and Communication Engineering, Chungbuk National University, Cheongju-si 28644, Chungcheongbuk-do, Korea.
Kwon KC; School of Information and Communication Engineering, Chungbuk National University, Cheongju-si 28644, Chungcheongbuk-do, Korea.
Hossain MB; School of Information and Communication Engineering, Chungbuk National University, Cheongju-si 28644, Chungcheongbuk-do, Korea.
Alam MS; VL2 Center, Gallaudet University, 800 Florida Avenue NE, Washington, DC 20002, USA.
Jeon SH; Department of Electronics Engineering, Incheon National University, 119 Academy-ro, Yeonsu-gu, Incheon-si 22012, Gyeonggi-do, Korea.
Kim N; School of Information and Communication Engineering, Chungbuk National University, Cheongju-si 28644, Chungcheongbuk-do, Korea.

Sensors (Basel) ; 22(14)2022 Jul 15.

Article em En | MEDLINE | ID: mdl-35890968

Assuntos

Microscopia; Redes Neurais de Computação

Palavras-chave

3D convolutional neural network; deep learning; depth estimation; integral imaging microscopy; light-filed microscopy; machine intelligence

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Microscopia Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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