Published papers
Number of published data : 85
No. Classification Refereed paper Title Authorship Author Journal Volume/issue/page Publication date ISSN DOI URL
1 Paper
Yes
Dark channel prior based blurred image restoration method using total variation and morphology
Joint
Li, Yibing, Fu, Qiang, Ye, Fang, Shouno, Hayaru
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS
26/ 2, 359-366
2015/05
1004-4132
10.1109/JSEE.2015.00042

2 Paper
Yes
Bayesian Restoration for Poisson Corrupted Image using a Latent Variational Method with Gaussian MRF
Only
Hayaru Shouno
情報処理学会誌 「数理モデル化と応用」
8/ 1, 62-71
2015/03/31



3 Paper
Yes
Dicitionary Based Image Denoising by Fused-Lasso Atom Selection
Joint
Ao Li, Hayaru Shouno
Matehmatical Problems in Engineering
2014, 368602-
2014/08/28

10.1155/2014/368602

4 Paper
Yes
Distribution estimation of hyperparameters in Markov random field models
Joint
Nakanishi-Ohno, Yoshinori, Nagata, Kenji, Shouno, Hayaru, Okada, Masato
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL
47/ 4
2014/01
1751-8113
10.1088/1751-8113/47/4/045001

5 Paper
Yes
Correlated topographic analysis: estimating an ordering of correlated components.

Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen:
Machine Learning
92/ 2-3, 285-317
2013/09



6 Paper
Yes
A hierarchical extension of the HOG model implemented in the convolutional-net for human detection
Joint
Yasuto Arakaki, Hayaru Shouno, Kazuyuki Takahashi, Takashi Morie
情報処理学会誌「数理モデル化と応用」
5/ 3, 54-62
2013/04



7 Paper
Yes
Bayes Tomography Reconstruction using 4-Dimensional Markov Random Field Prior

M. Yamasaki, H. Shouno, and M. Okada
電子情報学会論文誌 D
J96-D/ 4, 791-802
2013/04



8 Paper
Yes
Deterministic algorithm for hyperparameter estimation in nonlinear markov random field model

Yoshinori Ohno, Kenji Nagata, Tatsu Kuwatani, Hayaru Shouno and Masato Okada
Journal of the Physical Society of Japan
81, 064006-
2012/04



9 Paper
Yes
A Bayesian Hyperparameter Inference for Radon-Transformed Image Reconstruction

Hayaru Shouno, Madomi Yamasaki, Masato Okada
Int J. Biomed Imaging
2011, ID870252-
2011/10



10 Paper
Yes
Bayesian image restoration for medical images using Radon transform

H.Shouno, M.Okada
Journal of the Physical Society of Japan
79/ 7, 074004-
2010/07



11 Paper
Yes
Extraction of Pulmonary Areas in Thoracic CT Images
Including Pleural Effusion Using a Registration Method

角森昭教,庄野逸,木戸尚治
Japan Society of Medical Imaging Technology
26/ 5, 338-346
2008



12 Paper
Yes
Comparison of two-dimensional with three-dimensional analyses for diffuse lung diseases from thoracic CT images

Y.Sugata, S.Kido, H.Shouno
Medical Imaging and Information Sciences
25/ 3, 43-47
2008/10



13 Paper
Yes
ネオコグニトロンによる視覚腹側経路のモデル化

T.Yoshizuka, H.Shouno, H.Miyamoto, M.Okada, K.Fukushima
神経回路学会論文誌
14/ 4, 266-272
2007/12



14 Paper
Yes
肋骨の変位とばねモデルを用いた胸部CT画像の経時的差分画像

S.Kido, H.Shouno
医用画像情報学会論文誌
24/ 4, 266-272
2007/12



15 Paper
Yes
Naive Mean Field Approximation for Sourlas Error Correcting Code

M.Takata, H.Shouno, M.Okada
IEICE Transactions on Information & Systems
E89D/ 8, 2439-2447
2006/08



16 Paper
Yes
声帯手術を目的としたコンピュータ支援診断インターフェイスの開発

井上陽介,庄野逸,木戸尚治,後藤英功
医用画像情報学会誌
22/ 2, 160-167
2005/08



17 Paper
Yes
胸部単純X 線画像における結節性陰影抽出法の開発

日浦美香子,木戸尚治,庄野逸
日本医用画像工学会誌
22/ 2, 160ー167-
2005/07



18 Paper
Yes
胸部単純X 線写真における他人による類似差分画像のための類似画像検索システムの開発

小田敍弘, 青木隆敏, 岡崎浩子, 掛田伸吾, 興絽征典, 矢原勝哉, 庄野逸
日本医用画像工学会誌
23/ 4, 250-258
2005/07



19 Paper
Yes
Statistical Mechanics for Neural Spike Data Analysis using Log-Linear Model

H. Shouno, K. Wada, M. Okada
Progress of Theoretical Physics Supplement
157, 300-303
2005/04



20 Paper
Yes
i-アプリを用いた数値計算の可能性

高田雅美, 柴山智子, 渡辺智恵美, 庄野逸, 城和貴
情報処理学会論文誌: 数理モデル化と応用
46/ 2, 47-55
2005/01



21 Paper
Yes
経時差分画像を用いた胸部単純写真における肺結節の良悪性鑑別のための自動化手法の開発

小田敍弘, 木戸尚治, 庄野逸
生体医工学
42/ 4, 9-14
2004/12



22 Paper
Yes
Accuracy of the Bethe Approximation for Hyper-Parameter Estimation in Probabilistic Image Processing

K. Tanaka, H. Shouno, M. Okada, D. M. Titterington
Journal of Physics A: Mathematical and General
37, 8675-8695
2004/09



23 Paper
Yes
Analysis of Bidirectional Associative Memory using Self-Consistent Signal to Noise Analysis and Statistical Neurodynamics

H. Shouno, S. Kido, M. Okada
Journal of Physics Society in Japan
73/ 9, 2406-2412
2004/02



24 Paper
Yes
胸部単純X 線写真における経時差分画像を用いた結節状陰影の自動検出システムの開発

小田敍弘, 木戸尚治, 庄野逸, 上田克彦
電子情報通信学会論文誌
J87-DII, 208-218
2004/01



25 Paper
Yes
擬似スペクトル法を用いた乱流場の直接数値シミュレーションの並列化と性能評価

高田雅美, 山本義暢, 庄野逸, 功刀資彰, 城和貴
情報処理学会論文誌: コンピューティングシステム
SIG6, 45-54
2003/05



26 Paper
Yes
Naive Mean Field Approximation for Image Restoration

H. Shouno, K. Wada, M. Okada
Journal of the Physics Society in Japan
71/ 10, 2406-2413
2002/10



27 Paper
Yes
ICAを用いた地電流データからの電車ノイズと地震前兆シグナルの分離

小金山美賀, 庄野逸, 長尾年恭, 城和貴
情報処理学会論文誌: 数理モデル化と応用
43, 92-104
2002/09



28 Paper
Yes
Formation of Direction Map using Kohonen’s Self-Organization Map by Projection Learning
Joint
Hayaru Shouno, Koji Kurata
Biological Cybernetics
85, 241-246
2001/10



29 Paper
Yes
Neocognitron with Improved Bend-Extractors: Recognition of Handwritten Digits in the Real World

K. Fukushima, E. Kimura, H. Shouno
Neural Computing & Applications
7/ 3, 260-272
1998/09



30 Paper
Yes
射影学習を用いたKohonen Model によるDirection Map の形成. 神経回路学会論文誌

庄野逸, 倉田耕治
神経回路学会論文誌
4/ 3, 109-114
1997/05



31 Paper
Yes
折れ点処理回路を用いた選択的注意機構による英字筆記体連結文字列認識

庄野逸 福島邦彦
電子情報通信学会論文誌
J77-DII, 940-950
1994/05



32 Invited paper
No
スパースモデリングと topograhic ICA
Joint
庄野 逸, 佐々木 博昭
映像情報メディア学会誌
68/ 12, 888-891
2014/12



33 International conference proceedings, etc.
No
A 2-staged Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Analysis
Joint
Aiga Suzuki, Satoshi Suzuki, Hayaru Shouno, Shoji Kido
Proc. of IFMIA 2017
-/ -, ---
2017/01



34 International conference proceedings, etc.
Yes
An Architecture Design Method of Deep Convolutional Neural Network
Joint
Satoshi Suzuki, Hayaru Shouno
Lecture Notes in Computer Science, Proc. of ICONIP
2, 538-546
2016/11



35 International conference proceedings, etc.
Yes
Group Dropout Inspired by Ensemble Learning
Joint
Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno
Lecture Notes in Computer Science, Proc. of ICONIP
3, 66-73
2016/11



36 International conference proceedings, etc.
Yes
Analysis of Dropout Learning Regarded as Ensemble Learning
Joint
Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno
Lecture Notes in Computer Sciece, Proc. of ICANN
72-79
2016/10



37 International conference proceedings, etc.
Yes
Architecture Design of Deep Convolutional Neural Network for Diffuse Lung Disease Using Representation Separation Information
Joint
Satoshi SUZUKI, Nodoka IIDA, Hayaru SHOUNO, Shoji KIDO
Proceedings of Parallel Distributed Processing Techniques and Applications
1, 387-393
2016/07



38 International conference proceedings, etc.
Yes
Feature Selection for Diffuse Lung Disease using Exchange Markov
Chain Monte-Carlo Method
Joint
Makoto KOIWAI, Nodoka IIDA, Hayaru SHOUNO, Shoji KIDO
Proceedings of Parallel Distributed Processing Techniques and Applications
1, 381-386
2016/07



39 International conference proceedings, etc.
Yes
A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification
Joint
Hayaru Shouno, Satoshi Suzuki, Shoji Kido
Lecture Notes in Computer Science, Proc of ICONIP
9489, 199-207
2015/11/12



40 International conference proceedings, etc.
Yes
Quantitative Evaluation of Reconstructed Image with Filtered Back Projection Bayes Method
Joint
Nodoka Iida, Hayaru Shouno, Muneyuki Sakata, Yuichi Kimura
Proceedings of Parallel Distributed Processing Techniques and Applications
8-
2015/07/27



41 International conference proceedings, etc.
Yes
Semi-supervised Based Learning for Idiopathic Interstitial Pneumonia on HRCT Images
Joint
Hayaru Shouno, Shoji Kido
Proceedings of Parallel Distributed Processing Techniques and Applications
8-
2015/07/27



42 International conference proceedings, etc.
Yes
Analysis of Function of Rectified Linear Unit Used in Deep learning
Joint
Kazuyuki Hara, Daisuke Saito, Hayaru Shouno
Proceedings of IJCNN
8-
2015/07/12

10.1109/IJCNN.2015.7280578

43 International conference proceedings, etc.
Yes
Deep Convolutional Network Neocognitron: Improved Interpolating-Vector
Joint
Kunihiko Fukushima, Hayaru Shouno
Proceedings of IJCNN
8-
2015/07/12

10.1109/IJCNN.2015.7280514

44 International conference proceedings, etc.
Yes
Acceleration of Poisson Corrupted Image Restoration with Loopy Belief Propagation
Only
Hayaru Shouno
International Conference on Parallel and Distributed Processing Techniques and Applications
1, 165-170
2014/07/21



45 International conference proceedings, etc.
Yes
Estimating Dependency Structures for non-Gaussian Components with Linear and Energy Correlations
Joint
H. Sasaki, M. U. Gutmann, H. Shouno, A. Hyvärinen
Journal of Machine Learning Research
33, 868-876
2014/04



46 International conference proceedings, etc.
Yes
Poisson Observed Image Restoration using a Latent Variational Approximation with Gaussian MRF

H. Shouno, M. Okada
Proc on PDPTA2013
1, 201-206
2013/07



47 International conference proceedings, etc.
Yes
Medical Image Processing and Computer-Aided Detection/Diagnosis (CAD)
Joint
5) H. Fujita, F. Nogata, H. Jiang, S. Kido, T. Feng, T. Hara, T. Hayashi, Y. Hirano, A. Katsumata, Y. Kawamura, T. Kokubo, J. Liu, C. Muramatsu, H. Shouno, R. Tachibana, X. Wang, F. Xiang, R. Xu, B. Yang, Y. Yokota, L. Zhang, Q. Li, Z. Guo
Proceedings of International Conference on Computerized Healthcare (ICCH)
66-71
2012/12



48 International conference proceedings, etc.
Yes
Correlated topographic analysis: estimating an ordering of correlated components

Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvarinen
JMLR
25, 365-378
2012/11



49 International conference proceedings, etc.
Yes
Classification of Idiopathic Interstitial Pneumonia CT Images using Convolutional-net with Sparse Feature Extractors

T. Inagaki, H. Shouno, S. Kido
Proc on PDPTA2011
2, 699-705
2012/07



50 International conference proceedings, etc.
Yes
Topographic Representations for Linearly Correlated Components

H. Sasaki, A.Hyvärinen, M. Gutmann, H. Shouno
Workshop on Deep Learning and Unsupervised Feature Learning, NIPS
1
2011/12



51 International conference proceedings, etc.
Yes
A Hyper-parameter Inference for Radon Transformed Image Reconstruction using Bayesian Inference

H.Shouno, M.Okada
Proc. of MLMI'10, LNCS 6357
1, 26-33
2010/09



52 International conference proceedings, etc.
Yes
Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter Propagation Network

Y. Tanaka, H. Shouno, S. Kido
Proc. of PDPTA'10
2, 652-657
2010/07



53 International conference proceedings, etc.
No
A Next Generation Modeling Environment PLATO: Platform for Collaborative Brain System Modeling
Joint
Usui, Shiro, Inagaki, Keiichiro, Kannon, Takayuki, Kamiyama, Yoshimi, Satoh, Shunji, Kamiji, Nilton L., Hirata, Yutaka, Ishihara, Akito, Shouno, Hayaru
NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS
5863, 84-90
2009
0302-9743


54 International conference proceedings, etc.
Yes
Classification of patterns for diffuse lung diseases in thoracic CT images by AdaBoost algorithm

Masayuki Kuwahara, Shoji Kido, Hayaru Shouno
Proc. of SPIE 2009
7260, 726037-
2009/02



55 International conference proceedings, etc.
Yes
Recent studies around the neocognitron
Only
Shouno, Hayaru
NEURAL INFORMATION PROCESSING, PART I
4984, 1061-1070
2008
0302-9743


56 International conference proceedings, etc.
Yes
Analysis of Idiopathic interstitial Pneumonia by Self Organization Map on High-Resolution Computed Tomography Images

Yoshiharu Goto, Hayaru Shouno, Shoji Kido
Proc. of PDPTA'07
753-758
2007/06



57 International conference proceedings, etc.
No
Discrimination of Lung Sounds using a Statistics of Waveform Intervals

Taketoshi Orihashi, Hayaru Shouno, Shoji Kido
PDPTA'06
2, 813-817
2006/07



58 International conference proceedings, etc.
Yes
Classification of Idiopathic Interstitial Pneumonia using Boosting Method

Masayuki Kuwahara, Hayaru Shouno, Shoji Kido
Proc. of RSNA'05
636-
2005/12



59 International conference proceedings, etc.
No
Statistical Mechanics for Neural Spike Data Analysis by use of Log-Linear Model

Hayaru Shouno, Koji Wada, Masato Okada
Proc. of Randomness and Computation 2005
58-59
2005/07



60 International conference proceedings, etc.
No
Statistical Mechanics for Neural Spike Data Analysis using Log-Linear Model

Hayaru Shouno, Koji Wada, Masato Okada
Proc. of SPDSA'04
79-
2004/07



61 International conference proceedings, etc.
Yes
Automatic Segmentation of small pulmonary nodules on multi detector-row CT images

Rie Tachibana, Shoji Kido, Hayaru Shouno, Tuneo Matsumoto
Proc. of CARS'03
1378-
2003/05



62 International conference proceedings, etc.
Yes
An Effective Evaluation Function for ICA to Separate Train Noise from Telluric Current Data

Mika Koganeyama, Sawa Sayuri, Hayaru Shouno, Toshiyasu Nagao, Kazuki Joe.
Proc. of ICA'03
837-842
2003/05



63 International conference proceedings, etc.
Yes
Parallelization of Seismic Wave Calculation by Impulse Response Functions

Kyoko Fukuda, Toshihiko Hayasaka, Hayaru Shouno, Kazuki Joe
Proc. of PDPTA'02
1, 1465-1474
2002/06



64 International conference proceedings, etc.
Yes
Classification of Visualized Data Dependence

Asami Iwasaka, Hayaru Shouno, Mariko Sasakura, Kazuki Joe
Proc. of PDPTA'02
1, 1444-1450
2002/06



65 International conference proceedings, etc.
Yes
The Design and Implementation of Unimodular Transformations for the Parallelizing Compiler PROMIS

Hisako Ishiuchi, Tomomi Yamaguchi, Hayaru Shouno, Kazuki Joe
Proc. of PDPTA'02
1, 1438-1443
2002/06



66 International conference proceedings, etc.
Yes
Analysis of Bidirectional Associative Memory using SCSNA and Statistical Neurodynamics

Hayaru Shouno, Masato Okada
Proc. of PDPTA'02
1, 239-245
2002/06



67 International conference proceedings, etc.
Yes
An Improvement of Program Partitioning Based Genetic Algorithm

Masami Takata, Hayaru Shouno, Kazuki Joe
Proc. of PDPTA'02
1, 215-221
2002/06



68 International conference proceedings, etc.
Yes
The design and implementation of a UIR interface for the MIRAI parallelizing compiler
Joint
Yamaguchi, T, Shouno, H, Joe, K
PDPTA'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS
1200-1206
2001



69 International conference proceedings, etc.
Yes
Separation of Train Noise and Seismic Electric Signals from Telluric Current Data by ICA

Mika Koganeyama, Hayaru Shouno, Toshiyasu Nagao, Kazuki Joe
Proc. of ICA'01
367-372
2001/12



70 International conference proceedings, etc.
Yes
An Improvement of Program Partitioning Based Genetic Algorithm

Masami Takata, Hayaru Shouno, Kazuki Joe
Proc. of HPC Asia'01
CD-ROM 16pages
2001/09



71 International conference proceedings, etc.
Yes
Detecting Seismic Electric Signals by LVQ Based Clustering

Kyoko Fukuda, Mika Koganeyama, Hayaru Shouno, Kazuki Joe, Toshiyasu Nagao
Proc. of PDPTA'01
3, 1305-1311
2001/06



72 International conference proceedings, etc.
Yes
Statistical-Mechanical Approach for Analog Neural Network Model used in Image Restoration

Hayaru Shouno, Masato Okada
Proc. of PDPTA'01
3, 1298-1304
2001/06



73 International conference proceedings, etc.
Yes
Handwritten Digit Recognition by a Neocognitron with Improved Bend-detectors

Kunihiko Fukushima, Eiji Kimura, Hayaru Shouno
Proc. of ICSC/IFAC Symposium on Neural Computation '98
240-246
1998/09



74 International conference proceedings, etc.
Yes
Neocognitron with Improved Bend-Extractors

Kunihiko Fukushima, Eiji Kimura, Hayaru Shouno
Proc. of IJCNN in IEEE World Congress on Computational Intelligence (WCCI'98)
1172-1175
1998/05



75 International conference proceedings, etc.
No
Training Neocognitron to Recognize Handwritten Digits in the Real World

Kunihiko Fukushima, Kenichi Nagahara, Hayaru Shouno
Proc. of pAs'97
292-298
1997/03



76 International conference proceedings, etc.
No
Handwritten Digit Recognition with a Neocognitron using Different Thresholds in Learning and Recognition

Hayaru Shouno, Kenichi Nagahara, Kunihiko Fukushima, Masato Okada
ICONIP'96
1, 292-298
1996/09



77 International conference proceedings, etc.
No
Training Neocognitron to Recognize Handwritten Digits in the Real World

Kunihiko Fukushima, Kenichi Nagahara, Hayaru Shouno, Masato Okada
Proc. of WCNN'96
1, 405-409
1996/09



78 International conference proceedings, etc.
Yes
Visual Pattern Recognition with Selective Attention

Kunihiko Fukushima, Hayaru Shouno
Proc. of WCNN'94
1, 575-580
1994/06



79 International conference proceedings, etc.
Yes
Cursive Word Recognition using Selective Attention with Bend-Processing

Kunihiko Fukushima, Hayaru Shouno
Proc. of ICANN'94
2, 957-961
1994/05



80 Tutorial
No
2 段階転移学習を用いたディープコンボリューションネットの医用画像認識
Joint
Hayaru Shouno, Aiga Suzuki, Satoshi Suzuki, Shoji Kido
神経回路学会論文誌
24/ 1, 3-12
2017/05



81 Tutorial
No
ディープラーニングの医用画像への応用
Joint
Hayaru Shouno, Satoshi Suzuki, Shoji Kido
医用画像情報学会誌
33/ 4, 75-80
2016/12

http://doi.org/10.11318/mii.33.75

82 Tutorial
No
Basic Technology for Sparse Modeling with Some Historical View
Only
Hayaru Shouno
The Journal of Institute of Electronics, Information and Communication Enginners
99/ 5, 376-380
2016/05
2188-2355


83 Tutorial
No
特集/統計的画像処理の技術動向-序文
Only
Hayaru Shouno
Medical Imaging Technology
32/ 4, 153-154
2014/08



84 Tutorial
No
局所画像特徴量〜SIFT, HOGを題材に〜
Only
庄野 逸
映像情報メディア学会誌
256-258
2013/03



85 Tutorial
No
計算解剖モデルの診断支援とオートプシー・イメージング支援応用
Joint
木戸尚治,平野靖,徐睿,庄野逸
Medical Imaging Technology
29/ 3, 138-142
2011/03