Art

J-GLOBAL ID：201802216938485336   Reference number：18A2207137

High-Performance Super-Resolution via Patch-Based Deep Neural Network for Real-Time Implementation

実時間実装のためのパッチベースの深層ニューラルネットワークによる高性能超解像

Author (5)： AOKI Reo (Natural Science & Technology, Kanazawa University) ,  AOKI Reo (EIZO Corporation R&D, Visual Technologies (ASIC)) ,  IMAMURA Kousuke (Faculty of Engineering, Kanazawa University) ,  HIRANO Akihiro (Faculty of Engineering, Kanazawa University) ,  MATSUDA Yoshio (Faculty of Engineering, Kanazawa University)
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E101.D  Issue： 11  Page： 2808-2817(J-STAGE)  Publication year： 2018 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *superresolution ,  time ,  frequency multiplication ,  picture signal ,  *neural network(biomodel) ,  packaging(mounting) ,  integrated circuit ,  *noise reduction ,  signal phenomenon
Semi thesaurus term： up-conversion ,  *noise reduction ,  hardware implementation ,  video stream ,  real time ,  ringing ,  *deep neural network

Author keywords (4)： super-resolution ,  deep neural network ,  deep leaning ,  real-time processing

JST classification (1)： Graphic and image processing in general  (JE04010I)

Reference (21)：

• [1] C.-Y. Yang, C. Ma, and M.-H. Yang, “Single-image super-resolution: A benchmark,” European Conference on Computer Vision, vol.8692, pp.372-386, Springer, 2014. 10.1007/978-3-319-10593-2_25
• [2] C. Dong, C.C. Loy, K. He, and X. Tang, “Learning a deep convolutional network for image super-resolution,” European Conference on Computer Vision, vol.8692, pp.184-199, Springer, 2014. 10.1007/978-3-319-10593-2_13
• [3] C. Dong, C.C. Loy, K. He, and X. Tang, “Image super-resolution using deep convolutional networks,” IEEE Trans. Pattern Anal. Mach. Intell., vol.38, no.2, pp.295-307, 2016. 10.1109/tpami.2015.2439281
• [4] S. Ohtani, Y. Kato, N. Kuroki, T. Hirose, and M. Numa, “Multi-channel convolutional neural networks for image super-resolution,” IEICE Trans. Fundamentals, vol.E100-A, no.2, pp.572-580, 2017. 10.1587/transfun.e100.a.572
• [5] W.T. Freeman, T.R. Jones, and E.C. Pasztor, “Example-based super-resolution,” IEEE Computer graphics and Applications, vol.22, no.2, pp.56-65, 2002. 10.1109/38.988747

Terms in the title (5)： 実時間 ,  実装 ,  パッチ ,  深層ニューラルネットワーク ,  超解像