KAMEYAMA Keisuke
- Affiliation
- Institute of Systems and Information Engineering
- Official title
- Professor
- URL
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- Research fields
Intelligent informatics - Research keywords
neural network pattern recognition learning adaptive information processing image retrieval - Research projects
Model Switching Criteria in Dynamic Model Learning of Neural Networks 2019-04 -- 2023-03 KAMEYAMA Keisuke Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research(C) 4,420,000Yen Signal Recognition Mechanisms by Selecting Higher-Order Spectral Features Through Learning 2016-04 -- 2020-03 KAMEYAMA Keisuke Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research(C) 4,550,000Yen Statistical pattern recognition -- (current) / Content-based multimedia database -- (current) / Pattern recognition and signal processing using higher-order statistics -- (current) / Learning in neural networks -- (current) / Simultaneous search of model and parameters in pattern recognition systems. -- (current) / Framework of Novel Image Feature Extraction using Higher-Order Statistical Kernel Functions 2010 -- 2012 KAMEYAMA Keisuke Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (C) 4,290,000Yen Meta-Learning Algorithms in Neural Networks and their Implementation in Parallel Distributed Systems 2003 -- 2005 KAMEYAMA Keisuke Japan Society for the Promotion of Science/Grant-in-Aid for Young Scientists (B) 2,900,000Yen Search of Local Interactions for Improved Generalization in Neural Network Learning 2000 -- 2001 Japan Society for the Promotion of Science/Grant-in-Aid for Encouragement of Scientists (A) 2,500,000Yen - Career history
2000-02 -- 2007-01 University of TsukubaAssistant Professor 2007-02 -- 2014-02 University of TsukubaAssociate Professor 2014-03 -- (current) University of TsukubaFaculty of Engineering, Information and SystemsProfessor - Academic background
-- 1989 Tokyo Institute of Technology Faculty of Engineering Department of Electric and Electronic Engineering -- 1991-03 Tokyo Institute of Technology Graduate School, Division of Integrated Science and Engineering Precision Machinery Systems - Degree
1999-09 PhD(Engineering) Tokyo Institute of Technology - Licenses and qualifications
2009-07-29 On-the-Ground Services II- Category Special Radio Operator - Academic societies
1991 -- (current) Institute of Electrical and Electronics Engineers (IEEE) 1990 -- (current) The Institute of Electronics, Information and Communication Engineers. 2010 -- (current) Japanese Neural Network Society (JNNS) - Articles
- Affinity-Weighted RandAugment for Problem-Oriented Augmentation in Image Classification
PARK Yuna; TAKASE Tomoumi; KAMEYAMA Keisuke; ONISHI M...
Proceedings of International Joint Conference on Neural Networks 2024/pp.1-8, 2024-06 - PINN with Antisymmetric RNN for Solving Nonlinear Partial Differential Equations
Maniamfu Pavodi Ndoyi; Ali U. A. Md. Ehsan; Kameyama K...
International Conference on Scientific Computation and Machine Learning 2024, 2024-03 - CNN Model Compression by Merit-Based Distillation
Morikawa Takumi; Kameyama Keisuke
2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)/pp.122-127, 2023-03 - Machine Learning Curriculums Generated by Classifier Ensembles
Huang Tzu-Jui; Kameyama Keisuke
2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)/pp.117-121, 2023-03 - LSTM-based Forecasting using Policy Stringency and Time-varying Parameters of the SIR Model for COVID-19
Maniamfu Pavodi Ndoyi; Kameyama Keisuke
2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)/pp.111-116, 2023-03 - Informative Band Subset Selection for Hyperspectral Image Classification using Joint and Conditional Mutual Information
Ali U. A. Md Ehsan; Kameyama Keisuke
IEEE Symposium on Computational Intelligence in Remote Sensing (IEEE SSCI 2022)/pp.573-580, 2022-12 - Joint-Conditional Mutual Information based Feature Subset Selection for Remotely Sensed Hyperspectral Image Classification
Ali U. A. Md Ehsan; Kameyama Keisuke
Technical Report of IEICE/122(90)/pp.115-122, 2022-06 - Iris Authentication using Higher-Order Spectral Features
亀山 啓輔
Technical Report of IEICE/121(231)/pp.31-35, 2021-11 - Multi-Stage Model Compression using Teacher Assistant and Distillation with Hint-Based Training
Morikawa Takumi; Kameyama Keisuke
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)/pp.484-490, 2022-03 - Adaptive Selection of Classifiers for Person Recognition by Iris Pattern and Periocular Image
Ogawa Keita; Kameyama Keisuke
Neural Information Processing. ICONIP 2021. Lecture Notes in Computer Science/13111/pp.656-667, 2021-12 - Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning
Taguchi Yusuke; Hino Hideitsu; Kameyama Keisuke
Neural Processing Letters/53/pp.1945-1962, 2021-02 - Metal Material Analysis using SEM Images of Multiple Magnifications
伊藤 龍之介; 亀山 啓輔; 日野 英逸
電子情報通信学会技術研究報告 (信学技報)/119(481)/pp.71-76, 2020-03 - Active learning for multiple data selection using reinforcement learning
田口 優介; 日野 英逸; 亀山 啓輔
Technical Report of IEICE/119(360)/pp.99-106, 2020-01 - Recognition feature prediction from low-resolution iris images using CNN
渡邉 崚; 亀山 啓輔
Technical Report of IEICE/119(214)/pp.5-10, 2019-10 - Active Learning with Interpretable Predictor
Taguchi Yusuke; Kameyama Keisuke; Hino Hideitsu
Proceedings of International Joint Conference on Neural Networks (IJCNN)/pp.1-8, 2019-07 - Parallel Cooperative Ensemble Learning by Adaptive Data Weighting and Error-Correcting Output Codes
Utsumi Shota; Kameyama Keisuke
Lecture Notes in Computer Science (Proc. ICONIP 2018)/11303/pp.673-683, 2018-12 - Revising the Algorithm of Ensenble Learning by an Index of Complementarity among Weak Learners
内海 翔太; 亀山 啓輔
Technical Report of IEICE/118(284, IBISML2018-102)/pp.429-434, 2018-11 - Parameter Density Inheritance Using Kernel Density Estimation for Efficient CNN Learning
堀内 圭佑; 亀山 啓輔
Technical Report of IEICE/118(284, IBISML2018-45)/pp.9-15, 2018-11 - Interpretable active sampling
田口 優介; 亀山 啓輔; 日野 英逸
Technical Report of IEICE/118(220, IBISML2018-27)/pp.97-104, 2018-09 - Arrangement of Complementary Weak Learners using Weights Assigned to Data in Parallel Ensemble Learning
内海 翔太; 亀山 啓輔
Technical Report of IEICE/118(220)/pp.9-15, 2018-09 - Parameter Density Inheritance Using Kernel Density Estimation for Efficient CNN Learning
Horiuchi Keisuke; Kameyama Keisuke
Proceedings of 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)/pp.308-313, 2018-12 - Automatic MOOC video classification using transcript features and convolutional neural networks
Chatbri Houssem; McGuinness Kevin; Little Suzanne; Zhou ...
ACM Multimedia 2017 - MultiEdTech Workshop/pp.21-26, 2017-10 - Lapped cuboid-based perceptual encryption for Motion JPEG standard
Shimizu Kosuke; Suzuki Taizo; Kameyama Keisuke
Proc. APSIPA ASC 2018/pp.2022-2026, 2018-11 - Cube-based encryption-then-compression system for video sequences
Shimizu Kosuke; Suzuki Taizo; Kameyama Keisuke
IEICE Transactions on Fundamentals of Electronics, Communictions and Computer Sciences/E101-A(11)/pp.1815-1822, 2018-11 - Log analysis for hijacked user account's login detection method based on an autonomous system number of access source
Sato Akira; Sannomiya Shuji; Oyama Yoshihiro; Yoshida Ke...
信学技報IA/117(299)/pp.95-98, 2017-11 - more...
- Affinity-Weighted RandAugment for Problem-Oriented Augmentation in Image Classification
- Books
- Model Switching Maneuvers in Pattern Recognition Systems
Kameyama Keisuke
1999-09 - リスク工学の視点とアプローチ ―現代生活に潜むリスクにどう取り組むかー
古川宏; 佐藤美佳; 亀山啓輔; 谷口綾子; 梅本通孝; 羽田野祐子
Corona-sha, 2009-01
- Model Switching Maneuvers in Pattern Recognition Systems
- Conference, etc.
- 教師モデルの推論時の着目領域情報を使用したDistillationによるCNNのモデル圧縮
白浜拓海; 亀山 啓輔
2024年電子情報通信学会総合大会/2024-03-04--2024-03-08 - 事前学習を用いたクラスタリングによるログデータの異常検知
渡辺耕太朗; 亀山 啓輔
2024年電子情報通信学会総合大会/2024-03-04--2024-03-08 - CNNに対するフィルタ刈り込みと欠損した情報の補償による性能低下の抑制
亀山 啓輔
第22回情報科学技術フォーラム(FIT)/2023-09-06--2023-09-08 - Data Augmentation using Adversarial Sample Generation
朴 潤花; 亀山 啓輔
IEICE General Conference 2023/2023-03-07--2023-03-10 - Lip Video-Assisted Speech Recognition by Feature Exchange in 3DCNN and MLP
河内 信誠; 亀山 啓輔
IEICE General Conference 2023/2023-03-07--2023-03-10 - Neural Network Model Compression by using Teacher Assistant and Distillation with Hint Learning
森川 拓海; 亀山 啓輔
Forum on Information Technology 2021/2021/8/25--2021/8/27 - Multimodal personal authentication using iris and periocular information by learning combination of classifiers
小川 恵太; 亀山 啓輔
Forum on Information Technology 2021/2021/8/25--2021/8/27 - キャンパスネットワークにおけるインシデント対応の自動化– シミュレーション実験の報告 –
佐藤 聡; 三宮 秀次; 片岸 一起; 中井 央; 亀山 啓輔
大学ICT推進協議会 2019年度 年次大会/2019-12-12--2019-12-14 - JPEG perceptual encryption with bit-pair permutation in quantized DCT coefficients
淸水 恒輔; 鈴木 大三; 亀山 啓輔
IEICE 33rd Signal Processing Symposium/2018-11-06--2018-11-08 - Reversible data hiding for two-layer HDR image coding using difference expansion into residual signals
楊 凱; 淸水 恒輔; 鈴木 大三; 亀山 啓輔
IEICE 33rd Signal Processing Symposium/2018-11-06--2018-11-08 - 3-D human pose estimation from 2-D still image by least-square regression using convolutional neural network
長谷川 輝; 鈴木 大三; 亀山 啓輔
IEICE General Conference/2017-03-22--2017-03-25 - Human hand detection based on skin color region detection and HOG features
堀内 圭佑; 鈴木 大三; 亀山 啓輔
IEICE General Conference/2017-03-22--2017-03-25 - Palm vein authentication using shape context descriptor
杉原 伊織; 鈴木 大三; 亀山 啓輔
IEICE General Conference/2017-03-22--2017-03-25 - Music recommendation by learning the user's association between music and color
佐久間 一生; 鈴木 大三; 亀山 啓輔
IEICE General Conference/2017-03-22--2017-03-25 - A Comparative Study of Keypoint Extraction Methods in Binary Image Matching
Houssem Chatbri; Keisuke Kameyama
Tunisia-Japan Symposium on Science, Society and Technology (TJASSST 2016)/2016-02 - Partial i mage retrieval based on color feature invariant to specific illumination variation
澤 明香利; 松本 亘; 亀山 啓輔
IEICE General Conference 2016/2015-03-10--2015-03-13 - Adaptive Selection of Feature Extraction Region in Iris Authentication using Local Binary Pattern
相澤 美晴; 亀山 啓輔
IEICE General Conference 2016/2015-03-10--2015-03-13 - Construction of Braille Recognition System Using a Smartphone
蓑田 豪; 亀山 啓輔
IEICE General Conference 2016/2015-03-10--2015-03-13 - Hand Detection Using One-Class SVM
Haryadi Harry; Kameyama Keisuke
IEICE General Conference 2016/2015-03-10--2015-03-13 - Optical Character Re cognition robust to the difference in font using Support Region Descriptor
安藤 洸野; Chatbri Houssem; 亀山 啓輔
IEICE General Conference 2016/2015-03-10--2015-03-13 - Thinning Noisy Sketch Images Using Scale Space Filtering
Chatbri Houssem; Kameyama Keisuke
10th AEARU Workshop on Computer Science and Web Technology/2015-02-25--2015-02-27 - Improvement of Particle Swarm Optimization Using Pseudo-Gradient Information
Utsumi Shota; Kameyama Keisuke
10th AEARU Workshop on Computer Science and Web Technology/2015-02-25--2015-02-27 - Adaptive image interpolation method using a local gradient feature value
川崎 政吾; 亀山 啓輔
第13回情報科学技術フォーラム(FIT 2014)/2014-09-03--2014-09-05 - Improvement of Particle Swarm Optimization Using Pseudo-Gradient Information
内海 翔太; 亀山 啓輔
第13回情報科学技術フォーラム(FIT 2014)/2014-09-03--2014-09-05 - Content-Based Image Retrieval Using Adaptive Thinning and Illumination Invariant Color Features
Kameyama Keisuke; Chatbri Houssem; Matsumoto Wataru
Tunisia-Japan Symposium on Science, Society and Technology (TJASSST2013)/2013-12 - more...
- 教師モデルの推論時の着目領域情報を使用したDistillationによるCNNのモデル圧縮
- Intellectural property rights
- 逆問題解析ネットワークおよびその演算方法
小杉幸夫; 亀山啓輔 - 地理画像変化域の抽出方法,及び地理画像変化域の抽出装置
小杉幸夫; 亀山啓輔; 高石秀樹; 森谷直哉; 角本繁; 土居原健 - 画像処理装置,方法およびプログラム
寅市和男; 亀山啓輔; 平野華世子
- 逆問題解析ネットワークおよびその演算方法
- Teaching
2024-10 -- 2025-02 Computer Science Seminar Af University of Tsukuba. 2024-10 -- 2025-02 Computer Science Seminar Bf University of Tsukuba. 2024-04 -- 2024-08 Research in Computer Science Is University of Tsukuba. 2024-10 -- 2025-02 Research in Computer Science IIf University of Tsukuba. 2024-04 -- 2024-08 Computer Science Seminar B University of Tsukuba. 2024-10 -- 2025-02 Computer Science Seminar B University of Tsukuba. 2024-10 -- 2025-02 Research in Computer Science D University of Tsukuba. 2024-10 -- 2025-02 Research in Computer Science B University of Tsukuba. 2024-10 -- 2025-02 Research in Computer Science f University of Tsukuba. 2024-10 -- 2025-02 Research in Computer Science A University of Tsukuba. more... - Professional activities
2022-07 -- (current) NIPC 監事 2020-07 -- 2021-06 NIPC General Chair 2018-04 -- 2018-09 International Conference on Neural Information Processing (ICONIP 2018) Program Commitee Member 2017-04 -- 2017-09 International Conference on Neural Information Processing (ICONIP 2017) Program Commitee Member 2011-05 -- (current) The Institute of Electronics, Information and Communication Enineers (IEICE) ソサイエティ論文誌編集委員 査読委員 2013-03 -- 2013-11 International Conference on Neural Information Processing (ICONIP 2013) Program Committee Member - University Management
2021-04 -- (current) Organization for Information Infrastructure Director 2016-04 -- 2022-03 学術情報メディアセンター センター長
(Last updated: 2024-09-27)