Art

J-GLOBAL ID：201702281933395892   Reference number：17A0864425

Image Recognition by Deep Learning

深層学習による画像認識

Author (2)： FUJIYOSHI HIRONOBU (中部大学) ,  YAMASHITA TAKAYOSHI (中部大学)
Material： 日本ロボット学会誌  (ロボ學)
Volume： 35  Issue： 3  Page： 180-185(J-STAGE)  Publication year： 2017 
JST Material Number： Y0482A  ISSN： 0289-1824  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *Machine Learning ,  *image recognition ,  *classification ,  *detection ,  *character (group theory) ,  *feature extraction ,  deep learning ,  object detection ,  local feature quantity
Semi thesaurus term： image classification ,  feature extraction

Author keywords (4)： Deep Learning ,  Image Classification ,  Object Detection ,  Semantic Segmentation

JST classification (3)： Robot engineering in general  (IC04011S) ,  Artificial intelligence  (JE08000Z) ,  Graphic and image processing in general  (JE04010I)

Reference (27)：

• [1] 柳井啓司:“一般物体認識の現状と今後”,情報処理学会論文誌コンピュータビジョンとイメージメディア,vol.48, no.SIG16, pp.1–24, 2007.
• [2] D. Cheng, Y. Gong, S. Zhou, J. Wang and N. Zheng: “Person re-identification by multi-channel parts-based cnn with improved triplet loss function,” IEEE Conference on Computer Vision and Pattern Recognition, pp.1335–1344, 2016.
• [3] P. Viola and M. Jones: “Rapid object detection using a boosted cascade of simple features,” IEEE Computer Society Computer Vision and Pattern Recognition, vol.1, pp.511–518, 2001.
• [4] N. Dalal and B. Triggs: “Histograms of Oriented Gradients for Human Detection,” IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol.1, pp.886–893, 2005.
• [5] G. Csurka, C.R. Dance, L. Fan, J. Willamowski and C. Bray: “Visual Categorization with Bags of Keypoints,” ECCV Workshop on Statistical Learning in Computer Vision, pp.1–22, 2004.

Terms in the title (2)： 深層学習 ,  画像認識