Researcher Profile and Settings

Profile and Settings

Name

• Name

  DONG Ran

Profile & Settings

• URL

  研究室ホームページ（英）

• researchmapURL

  URL（英）

Affiliations

Affiliation (Master)

• School of Engineering, Lecturer
• Department of Media Engineering, Lecturer
• Graduate School of Engineering, Lecturer
• Researcher

Education, Etc.

Degree

• Computer Science, Mar. 2020, University of Tsukuba

その他基本情報

Association Memberships

• The Society for Art and Science
• The Institute of Electronics, Information and Communication Engineers
• Institute of Electrical and Electronics Engineers (IEEE)
• Association for Computing Machinery (ACM)
• Japan Society for Simulation Technology

Research Activities

Research Areas, Etc.

Research Areas

• Intelligent robotics
• Human interface
• Computational science
• Affective computing

Research Interests

• Deep learning
• Frequency analysis

Book, papers, etc

Published Papers

• Numerical analysis of optical vortex generation with helical filter using empirical mode decomposition
  Ran Dong; Yoshihisa Fujita; Hiroaki Nakamura; Hideki Kawaguchi; Soichiro Ikuno
  International Journal of Applied Electromagnetics and Mechanics, 1, 9, 2025, refereed, Joint Work
• Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection
  Qien Yu; Qiong Chang; Tinghui Ouyang; Takio Kurita; Ran Dong
  Information Sciences, 1, 22, 2025, refereed, Joint Work
• Attention-based vector quantized variational autoencoder for anomaly detection by using orthogonal subspace constraints
  Qien Yu; Shengxin Dai; Ran Dong; Soichiro Ikuno
  Pattern Recognition, 164, 111500, 1, 18, 2025, refereed, Joint Work
• Pyramidal Predictive Network V2: An Improved Predictive Architecture and Training Strategies for Future Perception Prediction
  Chaofan Ling; Junpei Zhong; Weihua Li; Ran Dong; Mingjun Dai
  Big Data and Cognitive Computing, 9, 4, 1, 25, 2025, refereed, Joint Work
• Motion Capture-Based Robotic Imitation: A Keyframeless Implementation Method Using Multivariate Empirical Mode Decomposition
  Ran Dong, Qiong Chang, Meng Joo Er, Junpei Zhong, Soichiro Ikuno
  IEEE/ASME Transactions on Mechatronics, 1, 12, 2024, refereed, Joint Work
• Structural Color in Amber-Entombed Wasp: A Detailed Study Using NS-FDTD Simulations
  Zhuo Hou, Dongsheng Cai, Ran Dong
  IEEE Access, 12, 57163, 57171, 2024, refereed, Joint Work
• Biomechanical Analysis of Golf Swing Motion Using Hilbert-Huang Transform
  Ran Dong, Soichiro Ikuno
  Sensors, 23, 15, 1, 20, 2023, refereed, Joint Work
• A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains
  Xuan Huang, Ran Dong, Bo Wu, Kiminori Sato, Soichiro Ikuno, Zijun Wang, Shoji Nishimura
  Journal of Real-Time Image Processing, 20, 5, 1, 17, 2023, refereed, Joint Work
• The influence of online multiplayer games on social capital and interdependent well-being in Japan
  Shaowen Ni, Ran Dong, Hideo Ueichi
  Entertainment Computing, 47, 100587, 1, 9, 2023, refereed, Joint Work
• Pre-braking behaviors analysis based on Hilbert-Huang transform
  Bo Wu, Yishui Zhu, Ran Dong, Kiminori Sato, Soichiro Ikuno, Shoji Nishimura, Qun Jin
  CCF Transactions on Pervasive Computing and Interaction, 5, 2, 157, 182, 2023, refereed, Joint Work
• Behavioral Analysis of Mowing Workers Based on Hilbert-Huang Transform: An Auxiliary Movement Analysis of Manual Mowing on the Slopes of Terraced Rice Fields
  Bo Wu, Yuan Wu, Ran Dong, Kiminori Sato, Soichiro Ikuno, Shoji Nishimura, Qun Jin
  Agriculture, 13, 2, 1, 21, 2023, refereed, Joint Work
• Investigating the Effect of Jo-Ha-Kyu on Music Tempos and Kinematics across Cultures: Animation Design for 3D Characters Using Japanese Bunraku Theater
  Ran Dong, Dongsheng Cai, Shingo Hayano, Shinobu Nakagawa, and Soichiro Ikuno
  Leonardo, 55, 5, 472, 478, 2022, refereed, Joint Work
• Electromagnetic Penetration and Reflection Analysis in Fractal Structures using Three-dimensional Empirical Mode Decomposition
  R. Dong, Y. Fujita, H. Nakamura and S. Ikuno
  IEEE Transactions on Magnetics, 58, 9, 1, 4, 2022, refereed, Joint Work
• Photonic Crystal Frequency Demultiplexer Design for Electromagnetic Wave using FDTD and MEMD
  Ran Dong, Daisuke Shigeta, Yoshihisa Fujita, Soichiro Ikuno
  Journal of Advanced Simulation in Science and Engineering, 9, 1, 65, 77, 2022, refereed, Joint Work
• Nonlinear frequency analysis of COVID-19 spread in Tokyo using empirical mode decomposition
  Ran Dong, Shaowen Ni, Soichiro Ikuno
  Scientific Reports, 12, 2175, 1, 12, 2022, refereed, Joint Work
• The study of differences by region and type of gambling on the degree of gambling addiction in Japan
  Shingo Hayano, Ran Dong, Yoshie Miyata, Sakutaro Kasuga
  Scientific Reports, 11, 13102, 1, 9, 2021, refereed, Joint Work
• A deep learning framework for realistic robot motion generation
  Ran Dong, Qiong Chang & Soichiro Ikuno
  Neural Computing and Applications, 35, 23343, 23356, 2021, refereed, Joint Work
• Motion Capture Data Analysis in the Instantaneous Frequency-Domain Using Hilbert-Huang Transform
  Ran Dong, Dongsheng Cai, Soichiro Ikuno
  Sensors, 20, 6534, 1, 17, 2020, refereed, Joint Work
• Robot Motion Design Using Bunraku Emotional Expressions - Focusing on Jo-ha-kyu in Sounds and Movements
  Ran Dong, Yang Chen, Dongsheng Cai, Shinobu Nakagawa, Tomonari Higaki, Nobuyoshi Asai
  Advanced Robotics, 34, 5, 299, 312, 2020, refereed, Joint Work
• 102-D, 12, 843, 853, 2019, refereed, Joint Work
• 33, 1, 11, 16, 2019, refereed, Joint Work

Conference Activities & Talks

• 2025, Joint Work, Not refereed
• 2023, Joint Work, refereed
• Joint Work, refereed
• Nonlinear Motion Analysis, Learning and Synthesis in the Frequency-Domain using Hilbert-Huang Transform
  Ran Dong
  The 3rd International Symposium on Intelligence Design (lSlD 2023), 2023, Single Work
• 2023, Joint Work
• 2022, Joint Work
• Analyzing Jo-Ha-Kyu Mechanism in Japanese Traditional Performing Art Ningyo Joruri
  R. Dong, S. Ni, B. Wu, S. Hayano, D. Cai and S. Ikuno
  DASC/PiCom/CBDCom/ CyberSciTech 2022(IEEE), 2022, Joint Work
• 2022, Joint Work
• 2022, Joint Work
• Optical Vortex Analysis Using Empirical Mode Decomposition
  Ran Dong, Yoshihisa Fujita, Hiroaki Nakamura, Hideki Kawaguchi, Soichiro Ikuno,
  JSST2022, 2022, Joint Work
• Spatial Frequency Analysis for Electromagnetic Distribution in Fuzz Structures by Empirical Mode Decomposition
  Ran DONG, Yoshihisa FUJITA, Hiroaki NAKAMURA, Taku ITOH, Soichiro Ikuno
  ISEM2022, 2022, Joint Work
• 2022, Joint Work
• 2022, Joint Work
• 2022, Joint Work
• Motion Feature Extraction and Stylization for Character Animation using Hilbert-Huang Transform
  Ran Dong, Yangfei Lin, Qiong Chang, Junpei Zhong, Dongsheng Cai, and Soichiro Ikuno
  2021 ACM International Conference on Intelligent Computing and its Emerging Applications, 2021, Joint Work, refereed
• Interacting with Humanoid Robots: Affective Robot Motion Design with 3D Squash and Stretch Using Japanese Jo-ha-kyu Principles in Bunraku
  Ran Dong, Yuying He, Dongsheng Cai, Jinichi Yamaguchi, Hayato Kondo, Shinobu Nakagawa, Soichiro Ikuno, Shingo Hayano
  In Proceedings of SIGGRAPH 21 Talks(ACM)(45), 2021, Joint Work
• Photonic Rendering for Hair Cuticles using High Accuracy NS-FDTD method
  Zhuo Hou, Dongsheng Cai, Ran Dong
  In Proceedings of SIGGRAPH 21 Talks, 2021, Joint Work, refereed
• Parallelization Efficiency of k-skip Mister R for Large Scale Linear System obtained from Electromagnetic Analysis
  Takayasu Morishita, Ran Dong, Kuniyoshi Abe, Yoshihisa Fujita, Soichiro Ikuno
  COMPUMAG2021, 2022, Joint Work
• 2021, Joint Work
• 2021, Joint Work
• 2021, Joint Work
• 2021, Single Work
• 2021, Joint Work
• 2020, Joint Work
• 2020, Joint Work
• The beauty of breaking rhythms: affective robot motion design using Jo-Ha-Kyu of bunraku puppet
  Yang Chen, Ran Dong, Dongsheng Cai, Shinobu Nakagawa, Tomonari Higaki, and Nobuyoshi Asai.
  In Proceedings of SIGGRAPH 19 Talks, 2019, Joint Work, refereed
• 2020, Joint Work
• 2019, Joint Work
• 2019, Joint Work
• 2019, Joint Work
• 2019, Joint Work
• 2018, Joint Work
• 2018, Joint Work
• 2018, Joint Work
• Dance motion analysis and editing using Hilbert-Huang transform
  Ran Dong, Dongsheng Cai, and Nobuyoshi Asai.
  In Proceedings of SIGGRAPH 17 Talks, 2017, Joint Work, refereed
• Nonlinear Dance Motion Analysis and Motion Editing using Hilbert-Huang Transform
  Ran Dong, Dongsheng Cai, and Nobuyoshi Asai
  In Proceedings of CGI 17(ACM), 2017, Joint Work, refereed
• 2015, Joint Work

Misc

• Guest Editorial Special Issue on Movement Sciences in Cognitive Systems
  Junpei Zhong, Ran Dong, Soichiro Ikuno, Yanan Li, Chenguang Yang
  IEEE Transactions on Cognitive and Developmental Systems, IEEE, 16, 2, 403, 406, 2024
• 94, 1, 10, 202110
• 92, 1, 10, 202010
• 3, 13, 21, 202005

Other Research Activities

Awards & Honors

• 2024, Wu, B., Zhu, Y., Dong, R., Sato, K., Ikuno, S., Nishimura, S., & Jin, Q, China Computer Federation (CCF), CCF Transactions on Pervasive Computing and Interaction Best Paper Award 2024, Pre-braking behaviors analysis based on Hilbert-Huang transform
• 2021, Ran Dong, The 40th JSST Annual International Conference on Simulation Technology (JSST 2021)

Research Grants & Projects

• 2024
• 2021
• 2021
• 2020
• 2017