Online edition: ISSN 2432-6380
[TOP] | [2015] | [2016] | [2017] | [2018] | [2019] | [2020] | [2021] | [Japanese] / [English]
PRMU2018-36
Supervised anomaly detection using hyperspherical surface latent space autoencoder
Yuta Kawachi, Yuma Koizumi, Shin Murata, Noboru Harada (NTT)
pp. 1 - 8
PRMU2018-37
Arrangement of Complementary Weak Learners using Weights Assigned to Data in Parallel Ensemble Learning
Shota Utsumi, Keisuke Kameyama (Univ. of Tsukuba)
pp. 9 - 15
PRMU2018-38
Image-Caption Retrieval by Embedding to Gaussian Distribution
Kenta Hama, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.)
pp. 17 - 20
PRMU2018-39
MRI Acceleration by Super Resolution
Shizen Kitazaki, Masanori Kawakita, Yutaka Jitsumatsu (Kyushu Univ.), Shigehide Kuhara (Kyorin Univ.), Jun'ichi Takeuchi (Kyushu Univ.)
pp. 21 - 29
PRMU2018-40
Structural Learning of Neural Network based on Outputs of Neurons
Koji Kamma, Yuki Isoda, Toshikazu Wada (Wakayama Univ.)
pp. 31 - 36
PRMU2018-41
Hideaki Hayashi, Seiichi Uchida (Kyushu Univ.)
pp. 37 - 40
PRMU2018-42
Proposal of Continuous Authentication Algorithm DPTM Using Dynamic Biometrics of Keystroke and Mouse Dynamics
Takeshi Yamada (DIT), Shinya Fukumoto, Masayuki Kashima, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.)
pp. 41 - 46
PRMU2018-43
Image Patchwork Data Augmentation
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.)
pp. 47 - 54
PRMU2018-44
A Study of Handwritten Chinese Character Recognition Method Based on Detection of The Curve Endpoints and Quadratic Curve Fitting
Masato Suzuki, Daisuke Kitakoshi (Tokyo KOSEN)
pp. 55 - 60
PRMU2018-45
Masato Tamura, Tomokazu Murakami (Hitachi)
pp. 61 - 66
PRMU2018-46
Character Image Clustering for Analyzing Machine-Unreadable Historical Document Images
Sora Ito, Kengo Terasawa (FUN)
pp. 67 - 72
PRMU2018-47
Text Region Extraction in Page Images of Modern Literature using Convolutional Neural Networks
Yudai Nagano, Ryuichiro Hataya, Katsuya Masuda (UTokyo), Daichi Mochihashi (ISM)
pp. 73 - 78
PRMU2018-48
A mobile hypothesis for Neural Network (Digital Linguistics)
-- Linguistic Processing by Spinal Sign Reflex Mechanism based on Inside Ventricle Immune Cell Networks --
Kumon Tokumaru (Writer)
pp. 81 - 88
PRMU2018-49
Deep Learning and Related Technology
-- Subspace Method and Hebbian Learning Revisited --
Ken-ichi Maeda
pp. 89 - 96
PRMU2018-50
Interpretable active sampling
Yuusuke Taguchi, Keisuke Kameyama (Univ. of Tsukuba), Hideitsu Hino (ism)
pp. 97 - 104
PRMU2018-51
A Study on MDL Learning of Mixture Families
Kohei Miyamoto, Jun'ichi Takeuchi (Kyushu Univ.)
pp. 105 - 112
PRMU2018-52
Interface Requirement Analyses between Spinal Sign Reflex and Linguistic Information
-- 3D Structure of Sound Waveform and Forward Error Corrections (Digital Linguistics) --
Kumon Tokumaru (Writer)
pp. 113 - 118
PRMU2018-53
An initial search method for region-based image matching
Yukihiko Yamashita (Tokyo Tech), Toru Wakahara (Hosei University)
pp. 119 - 124
PRMU2018-54
Semantic Segmentation of Aerial Images by Using Fully Convolutional Network Incorporating Dilated Convolution
Takafumi Taguchi, Masaki Aono (TUT)
pp. 125 - 130
PRMU2018-55
[Short Paper]
Automatic Segmentation of Epicardial Using Deep Learning
Ziyu Zhao, Tomoe Otoishi, Yutaro Iwamoto (Ritsumei Univ), Youji Tetsuka, Yuki Okada, Kiyosumi Maeda, Atsuyuki Wada, Atsunori Kashiwagi (Kusatsu General Hospita), Yanwei Chen (Ritsumei Univ)
pp. 131 - 132
PRMU2018-56
Anomaly Detection for Various Operations of Machine
Kazuki Kobayashi, Masatoshi Sekine, Satoshi Ikada (OKI)
pp. 133 - 138
PRMU2018-57
[Short Paper]
Computer-Aided Diagnosis of Liver Cancers Using Deep Learning with Fine-tuning
Weibin Wang (Ritsumeikan Univ.), Dong Liang, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen (Zhejiang Univ.), Yutaro lwamoto, Xianhua Han, Yen-Wei Chen (Ritsumeikan Univ.)
pp. 139 - 140
PRMU2018-58
[Short Paper]
Kinect RGB-D Hand Gesture Image Database for Deep Learning-Based Gesture Recognition
Jiaqing Liu, Kotaro Furusawa, Seiju Tsujinaga (Ritsu), Tomoko Tateyama (Hiroshima), Yutaro Iwamoto, YenWei Chen (Ritsu)
pp. 141 - 142
PRMU2018-59
Analysis of the Resion of Interest in Visual Inspection using CNN
Katsuhisa Kitaguchi, Yohei Nishizaki, Mamoru Saito (ORIST)
pp. 143 - 147
PRMU2018-60
[Invited Talk]
Reservoir Computing: Theory, Physical Implementations, and Applications
Kohei Nakajima (Univ. Tokyo)
pp. 149 - 154
PRMU2018-61
[Short Paper]
Sekitoshi Kanai (NTT/Keio Univ.), Yasuhiro Fujiwara (NTT), Shuichi Adachi (Keio Univ.)
pp. 155 - 156
PRMU2018-62
[Short Paper]
Stroke Recovery of Handwritten Chinese Character using Fully Convolutional Networks
Wang Yu Jung, Motoharu Sonogashira (Kyoto Univ.), Atsushi Hashimoto (Omron SINICX), Masaaki Iiyama (Kyoto Univ.)
pp. 157 - 162
PRMU2018-63
Modification of Bayesian Optimization for Efficient Calibration of Simulation Model
Daiki Kiribuchi, Takeichiro Nishikawa (Toshiba), Satoru Yokota, Ryota Narasaki, Soh Koike (Toshiba Memory)
pp. 195 - 200
PRMU2018-64
Deployment Friendly Crack Detection via Convolutional Neural Network
Yuki Inoue, Shunsuke Ota, Hiroto Nagayoshi (Hitachi)
pp. 201 - 206
PRMU2018-65
Multi-modal image registration based on local mutual information
Hiroaki Tani, Toshikazu Wada (Wakayama Univ)
pp. 207 - 212
PRMU2018-66
Codebook creation using agglomerative clustering for large scale image retrieval
Kei Maeda, Toshikazu Wada (Wakayama Univ.)
pp. 213 - 218
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.