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OZEKI Tomoko
Faculty of Engineering and Design Department of Civil and Environmental Engineering
Professor
Researchmap URL
https://researchmap.jp/tomoko_ozeki
Research activity information
■ Paper
- Jewelry Image-to-Image Translation with Consistency Regularization and Data Augmentations
Taiyo NAKAGAWA; Tomoko OZEKI
IIEEJ Transactions on Image Electronics and Visual Computing, Dec. 2024, [Reviewed]
Corresponding - Study on detection of internal cracks by inspection of impact echo using CNN
Shunsuke Sano; Toshiaki Mizobuchi; Hiroshi Shimbo; Tomoko Ozeki; Jun-Ichiro Nojima
Computational Modelling of Concrete and Concrete Structures, 22 May 2022 - A study on defect monitoring of concrete with machine learning of the impact-echo spectrogram
Shimbo Hiroshi; Mizobuchi Toshiaki; Ozeki Tomoko; Nojima Jun-Ichiro
Indian Concrete Journal, Sep. 2020, [Reviewed] - 打音探査への機械学習の適用に関する検討
新保 弘; 溝渕 利明; 尾関 智子; 野嶋 潤一郎
土木情報学シンポジウム講演集 Proceedings of the symposium on civil engineering informatics, 2020 - A STUDY ON QUANTIFICATION OF IMPACT-ECHO MONITORING WITH MACHINE LEARNING
Hiroshi SHIMBO; Toshiaki MIZOBUCHI; Tomoko OZEKI; Jun-ichiro NOJIMA
Intelligence, Informatics and Infrastructure, 2020, [Reviewed] - Visualization system for analyzing regional characteristics of Utstein data
Sanetoshi Yamada; Kazuo Umezawa; Yoshiro Yamamoto; Tomoko Ozeki
International Conference on ICT and Knowledge Engineering, 16 Jan. 2018, [Reviewed] - Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited.
Shun-Ichi Amari; Tomoko Ozeki; Ryo Karakida; Yuki Yoshida; Masato Okada
Neural computation, Jan. 2018 - Parameter Evaluation of Enhanced Local Binary Patterns in Face Recognition for Videos
Chuensuwan Chonnikan; Ozeki Tomoko
東海大学紀要. 情報理工学部 = Proceedings of the School of Information Science and Technology, Tokai University, 2016, [Reviewed] - Improvement of Time Shift Parameter of Tile Coding in Reinforcement Learning
太田 健二; 尾関 智子
東海大学紀要. 情報理工学部 = Proceedings of the School of Information Science and Technology, Tokai University, 2015, [Reviewed] - Face Recognition by Using SURF Features with Block-Based Bag of Feature Models.
Ahmed Salem; Tomoko Ozeki
Proceedings of the 3rd International Conference on Human-Agent Interaction(HAI), 2015 - Pedestrian Detection by Using FAST-HOG Features.
Batoul Husain Bani Hashem; Tomoko Ozeki
Proceedings of the 3rd International Conference on Human-Agent Interaction(HAI), 2015 - Food Image Recognition by Using Bag of SURF: Color Features.
Alameri Abdulrahman; Tomoko Ozeki
Proceedings of the 3rd International Conference on Human-Agent Interaction(HAI), 2015 - Performance Evaluation of Tile Coding in Reinforcement Learning.
Kenji Ota; Tomoko Ozeki
Proceedings of the 3rd International Conference on Human-Agent Interaction(HAI), 2015 - Food Image Recognition by Using Bag-of-SURF Features and HOG Features.
Almarzooqi Ahmed; Tomoko Ozeki
Proceedings of the 3rd International Conference on Human-Agent Interaction(HAI), 2015 - Color palette generation for image classification by bag-of-colors.
Ayaka Kojima; Tomoko Ozeki
21st Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV), 2015 - Improvement of the relaxation procedure in concurrent Q learning
MURAKAMI Kazunori; OZEKI Tomoko
IEICE technical report. Neurocomputing, 13 Mar. 2013 - Improvement of the Relaxation Procedure in Concurrent Q Learning
村上 和謙; 尾関 智子
東海大学紀要. 情報理工学部, 2013, [Reviewed] - Dynamics of Learning In Hierarchical Models - Singularity and Milnor Attractor
Shun-ichi Amari; Tomoko Ozeki; Florent Cousseau; Haikun Wei
ADVANCES IN COGNITIVE NEURODYNAMICS (II), 2011 - Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures.
Hyeyoung Park; Tomoko Ozeki
Neural Process. Lett., 2009 - Dynamics of learning in multilayer perceptrons near singularities.
Florent Cousseau; Tomoko Ozeki; Shun-Ichi Amari
IEEE transactions on neural networks, Aug. 2008 - Dynamics of learning near singularities in layered networks.
Haikun Wei; Jun Zhang; Florent Cousseau; Tomoko Ozeki; Shun-Ichi Amari
Neural computation, Mar. 2008 - Singularities affect dynamics of learning in neuromanifolds.
Shun-ichi Amari; Hyeyoung Park; Tomoko Ozeki
Neural computation, May 2006 - Relaxation Dynamics of Decoding Processes of Sourlas Code :
OZEKI Tomoko; OKADA Masato
Progress of theoretical physics. Supplement, 2005 - Non-monotonic behaviour in relaxation dynamics of image restoration
Tomoko Ozeki; Masato Okada
Journal of Physics A: Mathematical and General, 31 Oct. 2003 - Learning and inference in hierarchical models with singularities.
Shun-ichi Amari; Tomoko Ozeki; Hyeyoung Park
Systems and Computers in Japan, 2003 - Learning and Inference in Hierarchical Models with Singularities
AMARI Shun-ichi; OZEKI Tomoko; PARK Hyeyoung
The Transactions of the Institute of Electronics,Information and Communication Engineers., 01 May 2002, [Reviewed] - Differential and Algebraic Geometry of Multilayer Perceptrons
AMARI Shun-ichi; OZEKI Tomoko
IEICE Trans, A, 01 Jan. 2001 - Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons.
Shun-ichi Amari; Hyeyoung Park; Tomoko Ozeki
Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3-8, 2001, Vancouver, British Columbia, Canada](NIPS), 2001 - Generalization Error and Training Error at Singularities of Multilayer Perceptrons.
Shun-ichi Amari; Tomoko Ozeki; Hyeyoung Park
Connectionist Models of Neurons, Learning Processes and Artificial Intelligence, 6th International Work-Conference on Artificial and Natural Neural Networks, 2001 - Information geometry of adaptive systems
S. Amari; T. Ozeki; H. Park
IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium, AS-SPCC 2000, 2000 - Noise distributions in retrieval dynamics of the Hopfield model
T. Ozeki; H. Nishimori
Journal of Physics A: General Physics, 1994 - Retrieval dynamics of associative memory of the Hopfield type
H. Nishimori; T. Ozeki
Journal of Physics A: Mathematical and General, 1993
- Automation of Hammering Test by Autoencoder in Reinforced Concrete Structures
Kiyohiko Takahashi; Tomoko Ozeki; Hiroshi Shimbo; Toshiaki Mizobuchi; Jun-ichiro Nojima
2025年電子情報通信学会総合大会論文集, Mar. 2025
Corresponding - Rival Shogi AI as a Practice Partner Adjusted to Match the Player's Strength
野中, 健太郎; 尾関, 智子
ゲームプログラミングワークショップ2023論文集, 10 Nov. 2023 - Using Object Detection Models Battle Analysis in Action Games
高橋, 一樹; 尾関, 智子
ゲームプログラミングワークショップ2023論文集, 10 Nov. 2023 - Rival Shogi AI That Dynamically Adjusts Its Strength to Match the Player
NONAKA Kentaroh; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2023 - Image Enhancement of Jewelry Data Using CycleGAN
SHIZUNO Tomohiro; NAKAGAWA Taiyo; ISHIGURO Daiki; HOSOKAWA Daii; OSHIGANE Yuki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022 - Generation of Impact-Echo Using GAN and Improvement of Accuracy on Impact-Echo Monitoring
OKAMOTO Masafumi; SHIMBO Hiroshi; SHUNSUKE Sano; MIZOBUCHI Toshiaki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022 - Development of Non-Contact User Interface by Hand Gesture Recognition Using Deep Learning
ISHIGURO Daiki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022 - D-20-4 Selection of State-Action pairs in Fighting Action Game AI by Q-Learning
Aoyama Tomonori; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016 - D-12-15 Food Image Recognition Using Bag-of-Colors and hsvSURF
Sekiguchi Yusuke; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016 - D-12-11 Facial Expression Classification Using Gabor-Wavelet and SVM
Gotoh Shin; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016 - D-2-1 Effect of Eligibility Trace in Concurrent Q-Learning
Murakami Kazunori; Ozeki Tomoko
Proceedings of the IEICE General Conference, 04 Mar. 2014 - Adaptive Ability of Concurrent Q Learning, Sarsa and Q Learning to Dynamical Environment
MURAKAMI Kazunori; OZEKI Tomoko
電子情報通信学会技術研究報告. IBISML, 情報論的学習理論と機械学習 = IEICE technical report. IBISML, Information-based induction sciences and machine learning, 31 Oct. 2012 - Index Type Full-Text Search Support System Using Self-Organizing Map
KUNIYOSHI Takahito; OZEKI Tomoko
IEICE technical report, 28 Oct. 2010 - Improvement of accuracy in biometrics authentication by dummy data
NAKAJIMA Akihiro; OZEKI Tomoko
IEICE technical report, 28 Oct. 2010 - Dynamical Reprica Theory for the Dynamics of Information Processing
OZEKI Tomoko
The Brain & Neural Networks, 05 Dec. 2008 - 14aTD-10 Dynamics of Decoding Processes of Sourlas code
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2004 - Singular Point and Learning in Neuromanifold.
甘利 俊一; 尾関 智子; 朴 慧暎
The Brain & Neural Networks, 05 Dec. 2003 - Dynamics of Image Restoration by Belief Propagation
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2003 - Dynamics of image restoration and Sourlas code II
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2003 - Relaxation Processes of Image Restoration and Error-Correcting Codes
OZEKI Tomoko; OKADA Masato
IEICE technical report. Neurocomputing, 21 Jun. 2002 - Dynamics of image restoration and Sourlas code
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2002 - 2a-C-11 Noise distributions in the retrieval proceses of the Hopfield model
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1994 - 30p-B-4 Capacity of a biological temporal sequence learning network
Ozeki Tomoko; Shouval Harel; Intrator Nathan; Granger Richard
Meeting Abstracts of the Physical Society of Japan, 1994 - 25p-ZA-2 Noise distribution of associative memory at finite temperature
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1992 - 30p-T-3 TDGL approach to asynchronous dynamics of Associative memory
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1991
- 遺伝的アルゴリズム・深層生成モデルを用いた打音の生成および打音探査の定量的評価精度の向上
岡本誠史; 新保 弘; 佐野俊介; 溝渕利明; 野嶋潤一郎; 尾関智子
情報処理学会第85回全国大会, 04 Mar. 2023 - CNNとマハラノビス距離を用いたコンクリート打音探査に対するGANによるデータ拡張の効果検証
鎮野智宏; 新保 弘; 佐野俊介; 溝渕利明; 野嶋潤一郎; 尾関智子
情報処理学会第85回全国大会, 03 Mar. 2023 - CycleGANを用いた宝飾品画像の補正における背景要素の影響
仲川 太陽; 鎮野 智宏; 石黒 大樹; 尾関 智子
第21回情報科学技術フォーラム, 14 Sep. 2022 - Study on Applicability of Detection of Internal Cracks by Impact Echo Using Machine Learning
Shunsuke Sano; Toshiaki Mizobuchi; Hiroshi Shimbo; Tomoko Ozeki; Jun-ichiro Nojima
The International Symposium on NDT in Civil Engineering (NDT-CE) 2022 - Development of Non-Contact User Interface by Hand Gesture Recognition Using Deep Learning
ISHIGURO Daiki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022, The Japanese Society for Artificial Intelligence - Image Enhancement of Jewelry Data Using CycleGAN
SHIZUNO Tomohiro; NAKAGAWA Taiyo; ISHIGURO Daiki; HOSOKAWA Daii; OSHIGANE Yuki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022, The Japanese Society for Artificial Intelligence - Generation of Impact-Echo Using GAN and Improvement of Accuracy on Impact-Echo Monitoring
OKAMOTO Masafumi; SHIMBO Hiroshi; SHUNSUKE Sano; MIZOBUCHI Toshiaki; OZEKI Tomoko
Proceedings of the Annual Conference of JSAI, 2022, The Japanese Society for Artificial Intelligence - Anomalous Machine Sound Detection for Predictive Maintenance Investigation Based on Deep Learning Method
Kittinan Thiangtha; Tomoko Ozeki
Asia Digital Image Processing Conference (ADIP 2021), Dec. 2021 - Transformation of Website Screenshots to HTML Code Using Deep Learning- Based Object Detection
Patsavee Lohthrapraser; Tomoko Ozeki
Asia Digital Image Processing Conference (ADIP 2021), Dec. 2021 - Transfer-Learning-Based Object Detection for Inspecting Defective Submersible Pump Impeller Casting Parts
Narakorn Pangwisate; Tomoko Ozeki
Asia Digital Image Processing Conference (ADIP 2021), Dec. 2021 - Gliding Locomotion of Leg-wheel Robot Using Deep Reinforcement Learning
Tatsuya Nagase; Tomoko Ozeki
Artificial Intelligence and Cloud Computing (AICCC 2021), Dec. 2021 - 強化学習を用いたグライド推進運動の学習
永瀬達也; 稲垣克彦; 尾関智子
電子情報通信学会2021年総合大会, 12 Mar. 2021 - Simplified Deep Learning Architecture for Text Recognition from Natural Scene
Deepak Rai; Tomoko Ozeki
3rd International Conference on Artificial Intelligence and Cloud Computing (AICCC), Dec. 2020 - Highly Simplified Architecture for Text Detection and Recognition from Natural Scene
Deepak Rai; Tomoko Ozeki
8th International Conference on Communication and Electronics Information (ICCEI), Sep. 2020 - D-12-15 Food Image Recognition Using Bag-of-Colors and hsvSURF
Sekiguchi Yusuke; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016, The Institute of Electronics, Information and Communication Engineers - D-12-11 Facial Expression Classification Using Gabor-Wavelet and SVM
Gotoh Shin; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016, The Institute of Electronics, Information and Communication Engineers - D-20-4 Selection of State-Action pairs in Fighting Action Game AI by Q-Learning
Aoyama Tomonori; Ozeki Tomoko
Proceedings of the IEICE General Conference, 01 Mar. 2016, The Institute of Electronics, Information and Communication Engineers - D-2-1 Effect of Eligibility Trace in Concurrent Q-Learning
Murakami Kazunori; Ozeki Tomoko
Proceedings of the IEICE General Conference, 04 Mar. 2014, The Institute of Electronics, Information and Communication Engineers - 14aTD-10 Dynamics of Decoding Processes of Sourlas code
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2004, The Physical Society of Japan - Dynamics of image restoration and Sourlas code II
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2003, The Physical Society of Japan - Dynamics of Image Restoration by Belief Propagation
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2003, The Physical Society of Japan - Dynamics of image restoration and Sourlas code
Ozeki Tomoko; Okada Masato
Meeting Abstracts of the Physical Society of Japan, 2002, The Physical Society of Japan - 2a-C-11 Noise distributions in the retrieval proceses of the Hopfield model
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1994, The Physical Society of Japan - 25p-ZA-2 Noise distribution of associative memory at finite temperature
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1992, The Physical Society of Japan - 30p-T-3 TDGL approach to asynchronous dynamics of Associative memory
Ozeki Tomoko; Nishimori Hidetoshi
Meeting Abstracts of the Physical Society of Japan, 1991, The Physical Society of Japan
- Plateau Phenomena of the Learning Dynamics and Stabilities of the Local Minima of the Error Function in Machine Learning
Grant-in-Aid for Scientific Research (C)
Tokai University
01 Apr. 2009 - 31 Mar. 2014 - 特異構造をもつ統計モデルの統計的推測と学習ダイナミクスの情報幾何学的解析
2005 - 2010 - 学習機械の幾何学的特異構造とダイナミクスに関する研究
2006 - 2008 - Study on Effect of Geometrical Singularity on Dynamics of Learning
2006 - 2008 - Information Geometrical Approach to Estimation and Learning Dynamics of statistical Model with Singular Structure
2005 - 2007
