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J-GLOBAL ID：201702241449256395   Reference number：17A1913663

Rotated Image Recognition by Continuous execution of Angle Estimation Using a Feature Map with CNN

CNNの特徴マップを用いた回転角推定の連続実行による回転画像認識

Author (2)： KATAYAMA NISHIKI (金沢大) ,  YAMANE SATOSHI (金沢大)
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： 117  Issue： 293(IBISML2017 35-89)  Page： 215-218  Publication year： Nov. 02, 2017 
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： neural network (biomodel) ,  map (atlas) ,  *rotation angle ,  feature extraction ,  *image recognition ,  *estimation ,  image correction ,  object recognition ,  diversity ,  classification ,  generic object recognition
Semi thesaurus term： convolutional neural network ,  class separation ,  image correction ,  feature map

JST classification (2)： Pattern recognition  (JE07000S) ,  Artificial intelligence  (JE08000Z)

Reference (7)：

• Nishiki Katayama, Satoshi Yamane. ′′Recognition of Rotated Images by Angle Estimation Using Feature Map with CNN′′, IEEE 6th Global Conference on Consumer Electronics, 2017
• K. Fukushima: ′′Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position′′, Biological Cybernetics, 36[4], pp. 193-202 (April 1980).
• LeCun, Yann, et al. ′′Backpropagation applied to handwritten zip code recognition.′′ Neural computation 1.4 (1989): 541-551.
• Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. ′′Gradient-based learning applied to document recognition.′′ Proceedings of the IEEE, 86(11):2278-2324, November 1998.
• Marcos, Diego, et al. ′′Rotation equivariant vector field networks.′′ arXiv preprint arXiv:1612.09346 (2016).

Terms in the title (5)： CNN ,  特徴マップ ,  回転角 ,  推定 ,  画像認識