早志 英朗

研究成果

年別の研究成果 2013 2021

• 278 被引用数
• 9 h-index
• 19 Article
• 18 Conference contribution
• 2 Chapter

年別の研究成果

年別の研究成果

検索結果

• 2020

  Handwriting Prediction Considering Inter-Class Bifurcation Structures

  Yamagata, M., Hayashi, H. & Uchida, S., 9 2020, Proceedings - 2020 17th International Conference on Frontiers in Handwriting Recognition, ICFHR 2020. Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. 9257616. (Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR; vol. 2020-September).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bifurcation (mathematics) 100%
  • Long short-term memory 13%
  • Uncertainty 7%
  • Neural networks 6%

• Regularized Pooling

  Otsuzuki, T., Hayashi, H., Zheng, Y. & Uchida, S., 2020, Artificial Neural Networks and Machine Learning – ICANN 2020 - 29th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 241-254 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12397 LNCS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pooling 100%
  • Dimensionality reduction 20%
  • kernel 19%
  • Convolutional neural networks 17%
  • Textures 15%
• 2019

  A Trainable Multiplication Layer for Auto-correlation and Co-occurrence Extraction

  Hayashi, H. & Uchida, S., 2019, Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Li, H., Schindler, K. & Mori, G. (eds.). Springer Verlag, p. 414-430 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11362 LNCS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Autocorrelation 100%
  • Multiplication 78%
  • Neural networks 57%
  • Backpropagation 44%
  • Pixels 35%

• Efficient Soft-Constrained Clustering for Group-Based Labeling

  Bise, R., Abe, K., Hayashi, H., Tanaka, K. & Uchida, S., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 421-430 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11768 LNCS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Labeling 100%
  • Clustering 97%
  • Medical Image 75%
  • Clustering Methods 69%
  • Endoscopy 63%
  1 被引用数 (Scopus)

• Endoscopic Image Clustering with Temporal Ordering Information Based on Dynamic Programming

  Harada, S., Hayashi, H., Bise, R., Tanaka, K., Meng, Q. & Uchida, S., 7 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3681-3684 4 p. 8857011. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Labeling 100%
  • Dynamic programming 99%
  • Cluster Analysis 92%
  • Deep neural networks 49%
  • Datasets 40%
  3 被引用数 (Scopus)

• Modality conversion of handwritten patterns by cross variational autoencoders

  Sumi, T., Iwana, B. K., Hayashi, H. & Uchida, S., 9 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 407-412 6 p. 8978197. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Chemical analysis 100%

• Page segmentation using a convolutional neural network with trainable co-occurrence features

  Lee, J., Hayashi, H., Ohyama, W. & Uchida, S., 9 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 1023-1028 6 p. 8978118. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutional neural networks 100%
  • Textures 87%
  • Pixels 82%
  • Image analysis 52%
  • Semantics 37%
  3 被引用数 (Scopus)
• 2018

  An EMG Pattern Classification Method Based on a Mixture of Variance Distribution Models

  Furui, A., Hayashi, H. & Tsuji, T., 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

• An EMG Pattern Classification Method Based on a Mixture of Variance Distribution Models

  Furui, A., Hayashi, H. & Tsuji, T., 10 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5216-5219 4 p. 8513446. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electromyography 100%
  • Pattern recognition 86%
  • Uncertainty 30%
  • Stochastic models 26%
  • Random variables 25%
  1 被引用数 (Scopus)

• Biosignal Data Augmentation Based on Generative Adversarial Networks

  Harada, S., Hayashi, H. & Uchida, S., 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  19 被引用数 (Scopus)

• GAN-based synthetic brain MR image generation

  Han, C., Hayashi, H., Rundo, L., Araki, R., Shimoda, W., Muramatsu, S., Furukawa, Y., Mauri, G. & Nakayama, H., 2018, IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018). p. 734-738 5 p.

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  88 被引用数 (Scopus)

• Globally Optimal Object Tracking with Complementary Use of Single Shot Multibox Detector and Fully Convolutional Network

  Lee, J., Iwana, B. K., Ide, S., Hayashi, H. & Uchida, S., 2018, Image and Video Technology - 8th Pacific-Rim Symposium, PSIVT 2017, Revised Selected Papers. Hitoshi, C., Paul, M. & Huang, Q. (eds.). Springer Verlag, p. 110-122 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10749 LNCS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Object Tracking 100%
  • Detector 68%
  • Object tracking 61%
  • Occlusion 56%
  • Target 48%
• 2017

  Globally Optimal Object Tracking with Complementary Use of Single Shot Multibox Detector and Fully Convolutional Network

  Lee, J., Iwana, B. K., Ide, S., Hayashi, H. & Uchida, S., 2017, Pacific-Rim Symposium on Image and Video Technology. p. 110-122 13 p.

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

• Variance distribution analysis of surface EMG signals based on marginal maximum likelihood estimation

  Furui, A., Hayashi, H., Kurita, Y. & Tsuji, T., 9 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2514-2517 4 p. 8037368. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Maximum likelihood estimation 100%
  • Analysis of variance (ANOVA) 89%
  • Electromyography 88%
  • Analysis of Variance 68%
  • Gaussian distribution 49%
  2 被引用数 (Scopus)

• Virtual Restoration of Down-sampled EMG Signals Using a Stochastic Model

  Furui, A., Hayashi, H., Kihara, T., Konishi, T., Yoshida, Y., Kurita, Y. & Tsuji, T., 2017, Proceedings of the 11th International Convention on Rehabilitation Engineering and Assistive Technology. p. 26 1 p.

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2016

  A non-Gaussian approach for biosignal classification based on the Johnson SU translation system

  Hayashi, H., Kurita, Y. & Tsuji, T., 4 7 2016, 2015 IEEE 8th International Workshop on Computational Intelligence and Applications, IWCIA 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 115-120 6 p. 7449473. (2015 IEEE 8th International Workshop on Computational Intelligence and Applications, IWCIA 2015 - Proceedings).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Normal distribution 100%
  • Back Propagation 91%
  • Linearization 89%
  • Backpropagation 84%
  • Weight Coefficient 83%
  2 被引用数 (Scopus)
• 2015

  A neural network based infant monitoring system to facilitate diagnosis of epileptic seizures

  Ogura, Y., Hayashi, H., Nakashima, S., Soh, Z., Shibanoki, T., Shimatani, K., Takeuchi, A., Nakamura, M., Okumura, A., Kurita, Y. & Tsuji, T., 11 4 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 5614-5617 4 p. 7319665. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Seizures 80%
  • Neural networks 62%
  • Evaluation Studies 62%
  • Monitoring 58%
  2 被引用数 (Scopus)
• 2013

  Bioelectric signal classification using a recurrent probabilistic neural network with time-series discriminant component analysis

  Hayashi, H., Shima, K., Shibanoki, T., Kurita, Y. & Tsuji, T., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 5394-5397 4 p. 6610768. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Discriminant Analysis 100%
  • Time series 76%
  • Neural networks 53%
  • Hidden Markov models 18%
  • Electroencephalography 17%
  3 被引用数 (Scopus)