Art

J-GLOBAL ID：202002213824888445   Reference number：20A1167074

Adversarial Learning Architecture Based on Edge Information for Image Completion Network

画像補完ネットワークのためのエッジ情報に基づく敵対的学習機構

Author (4)： MORI KOICHI (埼玉大 大学院理工学研究科) ,  SUGIURA YOSUKE (埼玉大 大学院理工学研究科) ,  YASUI NOZOMIKO (埼玉大 大学院理工学研究科) ,  SHIMAMURA TETSUYA (埼玉大 大学院理工学研究科)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 119  Issue： 458(SIS2019 37-60)  Page： 131-135  Publication year： Feb. 27, 2020 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *machine learning ,  *artificial intelligence ,  image ,  complement(action and behavior) ,  edge ,  neural network(biomodel) ,  consistency(computer)
Semi thesaurus term： *deep learning ,  *GAN ,  edge ,  convolutional neural network ,  consistency

JST classification (2)： Graphic and image processing in general  (JE04010I) ,  Artificial intelligence  (JE08000Z)

Reference (10)：

• I. J. Goodfellow, J. P. Abadie, M. Mirza, B. Xu, D. W. Farley, S. Ozair, A. Courville, and Y. Bengio, ′′Generative Adversarial Nets,′′ Proc. of Conference on Neural Information Processing Systems, pp.2672-2680, Montreal, Canada, Dec. 2014.
• C. Barnes, E. Shechtman, A. Dinkelstein, and D. B. Goldman, ′′PatchMatch:A Randomized Correspondence Algorithm for Structural Image Editing,′′ ACM Trans. on Graphics, Dec. 2009.
• J. Xie, L. Xu and E. Chen ′′Image Denoising and Inpainting with Deep Neural Networks,′′ Proc. of Neural Information Processing Systems, pp.341-349, Lake Tahoe, Nevada, USA, Dec. 2012.
• J. S. Ren, L. Xu, Q. Yan, and W. Sun, ′′Shepard Convolutional Neural Network,′′ Proc. of Conference on Neural Information Processing Systems, pp.901-909, Montreal, Canada, Dec. 2015.
• C. Yang, X. Lu, Z. Lin, E. Shechtman, O. Wang, and H. Li, ′′HighResolution Image Inpainting using Multi-Scale Neural Patch Synthesis,′′ Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp.6721-6729, Honolulu, USA, July 2017.

Terms in the title (3)： 補完 ,  エッジ ,  敵対的学習