Art

J-GLOBAL ID：202102286277014470   Reference number：21A0057940

Use of Generated Ear Images by GAN to Biometrics Based on Deep Learning

深層学習に基づく耳介画像を用いた生体認証に対するGANによる生成画像の利用

Author (4)： MINAMIDANI TAKANARI (埼玉工大) ,  WATABE DAISHI (埼玉工大) ,  HAYASAKA AKIHIRO (NEC) ,  IMAOKA HITOSHI (NEC)
Material： 電子情報通信学会論文誌 A(Web)
Volume： J103-A  Issue： 12  Page： 299-302 (WEB ONLY)  Publication year： Dec. 01, 2020 
JST Material Number： U0470A  ISSN： 1881-0195  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *Machine Learning ,  *biometrics ,  *artificial intelligence ,  Crime ,  *image synthesis ,  auricula ,  *image recognition ,  superresolution ,  *deep learning ,  *Biometric Identification ,  *Generative Adversarial Networks ,  *authentication

JST classification (3)： Pattern recognition  (JE07000S) ,  Artificial intelligence  (JE08000Z) ,  Graphic and image processing in general  (JE04010I)

Reference (16)：

• D. Watabe, T. Minamidani, W. Zhao, H. Sai, and J. Cao, “Examining barrel distortion, super-resolution on single-view-based ear biometrics rotated in depth,” Int. J. Affect. Eng., vol.14, no.2, pp.103-110, 2015.
• C. Rathgeb, A. Pflug, J. Wagner, and C. Busch, “Effects of image compression on ear biometrics,” IET Biometrics, vol.5, no.3, pp.252-261, 2016.
• Z. Emersic, D. Stepec, V. Struc, and P. Peer, “Training convolutional neural networks with limited training data for ear recognition in the wild,” in 2017 12th IEEE Int. Conf. on Automatic Face & Gesture Recognition (FG 2017), pp.987-994, 2017.
• P. Isola, J.-Y. Zhu, T. Zhou, and A.A. Efros, “Image-to-image translation with conditional adversarial networks,” 21-Nov-2016. [Online]. Available: http://arxiv.org/abs/1611.07004. [Accessed: 16-Jun-2017].
• C. Hesse, “GitHub - affinelayer/pix2pix-tensorflow: Tensorflow port of image-to-image translation with conditional adversarial nets https://phillipi.github.io/pix2pix/.” [Online]. Available: https://github.com/affinelayer/pix2pix-tensorflow. [Accessed: 28-Jan-2018].

Terms in the title (5)： 深層学習 ,  耳介 ,  生体認証 ,  GaN ,  生成画像