IWANA BRIAN KENJI ＩＷＡＮＡＢＲＩＡＮ・ＫＥＮＪＩ

Researcher Number	90852723
Other IDs
Affiliation (Current)	2025: 九州大学, システム情報科学研究院, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2023: 九州大学, システム情報科学研究院, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator Dynamic programming / Temporal neural network / Time series / Machine Learning / Pattern Recognition / Dynamic Programming / Neural Network / Time Series

Tackling real-world time series using dynamic neural networksPrincipal Investigator
- Principal Investigator
  
  IWANA BRIAN・KENJI
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyushu University
Dynamic Neural Architecture Warping for Time Series RecognitionPrincipal Investigator
- Principal Investigator
  
  IWANA BRIAN KENJI
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyushu University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Scene text recognition via dual character counting-aware visual and semantic modeling network2024
- Author(s)
  Xiao Ke、Zhu Anna、Iwana Brian Kenji、Liu Cheng-Lin
- Journal Title
  
  Science China Information Sciences
  
  Volume: 67 Issue: 3 Pages: 139101-139101
- DOI
  10.1007/s11432-023-3935-8
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Journal Article] Deep attentive time warping2023
- Author(s)
  Matsuo Shinnosuke、Wu Xiaomeng、Atarsaikhan Gantugs、Kimura Akisato、Kashino Kunio、Iwana Brian Kenji、Uchida Seiichi
- Journal Title
  
  Pattern Recognition
  
  Volume: 136 Pages: 109201-109201
- DOI
  10.1016/j.patcog.2022.109201
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22H00540, KAKENHI-PROJECT-21K17808, KAKENHI-PROJECT-23K16949
[Journal Article] FETNet: Feature erasing and transferring network for scene text removal2023
- Author(s)
  Guangtao Lyu, Kun Liu, Anna Zhu, Seiichi Uchida, Brian Kenji Iwana
- Journal Title
  
  Pattern Recognition
  
  Volume: 140 Pages: 109531-109531
- DOI
  10.1016/j.patcog.2023.109531
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808, KAKENHI-PROJECT-23K16949, KAKENHI-PROJECT-22H00540
[Journal Article] Tunable U-Net: Controlling Image-to-Image Outputs Using a Tunable Scalar Value2021
- Author(s)
  Kang Seokjun、Uchida Seiichi、Iwana Brian Kenji
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 103279-103290
- DOI
  10.1109/access.2021.3096530
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06100, KAKENHI-PROJECT-21K17808
[Journal Article] An empirical survey of data augmentation for time series classification with neural networks2021
- Author(s)
  Iwana Brian Kenji、Uchida Seiichi
- Journal Title
  
  PLOS ONE
  
  Volume: 16 Issue: 7 Pages: e0254841-e0254841
- DOI
  10.1371/journal.pone.0254841
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06100, KAKENHI-PROJECT-21K17808
[Journal Article] Learning the Micro Deformations by Max-pooling for Offline Signature Verification2021
- Author(s)
  Zheng Yuchen、Iwana Brian Kenji、Malik Muhammad Imran、Ahmed Sheraz、Ohyama Wataru、Uchida Seiichi
- Journal Title
  
  Pattern Recognition
  
  Volume: - Pages: 108008-108008
- DOI
  10.1016/j.patcog.2021.108008
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11373, KAKENHI-PROJECT-17H06100, KAKENHI-PROJECT-21K17808
[Presentation] Test Time Augmentation as a Defense Against Adversarial Attacks on Online Handwriting2024
- Author(s)
  Yoh Yamashita and Brian Kenji Iwana
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Dataset Transferability of Time Series Data2023
- Author(s)
  Jiseok Lee and Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Few shot font generation via transferring similarity guided global style and quantization local style2023
- Author(s)
  Wei Pan, Anna Zhu, Xinyu Zhou, Brian Kenji Iwana, Shilin Li
- Organizer
  International Conference on Computer Vision (ICCV)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Classification of Polysemous and Homograph Word Usages using Semi-Supervised Learning2023
- Author(s)
  Sangjun Han, Brian Kenji Iwana, Satoru Uchida
- Organizer
  Annual Conference of the Association for Natural Language Processing (NLP)
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Vision Conformer: Incorporating Convolutions into Vision Transformer Layers2023
- Author(s)
  Brian Kenji Iwana and Akihiro Kusuda
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Using Motif-Based Features to Improve Signal Classification with Temporal Neural Networks2023
- Author(s)
  Karthikeyan Suresh and Brian Kenji Iwana
- Organizer
  Asian Conference on Pattern Recognition (ACPR)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Generation Using Stable Diffusion and Layout Graphs2023
- Author(s)
  Kazuma Sakai and Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] Contour Completion by Transformers and Its Application to Vector Font Data2023
- Author(s)
  Yusuke Nagata, Brian Kenji Iwana, and Seiichi Uchida
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16949
[Presentation] On mini-batch training with varying length time series2022
- Author(s)
  Brian Kenji Iwana
- Organizer
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Text Style Transfer based on Multi-factor Disentanglement and Mixture2022
- Author(s)
  Anna Zhu, Zhanhui Yin, Brian Kenji Iwana, Xinyu Zhou, Shengwu Xiong
- Organizer
  ACM Multimedia (ACMMM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Word difficulty-level analysis using machine learning2022
- Author(s)
  Sangjun Han, Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] On Mini-Batch Training with Varying Length Time Series2022
- Author(s)
  Brian Kenji Iwana
- Organizer
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Dynamic Data Augmentation with Gating Networks for Time Series Recognition2022
- Author(s)
  Daisuke Oba, Brian Kenji Iwana, Shinnosuke Matsuo
- Organizer
  International Conference on Pattern Recognition (ICPR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Making time series neural networks robust to attacks2022
- Author(s)
  Yoh Yamashita, Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Deep Metric Learning Based on Attention Model for Multivariate Time Series2021
- Author(s)
  Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, and Seiichi Uchida
- Organizer
  Meeting on Image Recognition and Understanding (MIRU)
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Towards Book Cover Design via Layout Graphs2021
- Author(s)
  Wensheng Zhang, Seiichi Uchida, and Brian Kenji Iwana
- Organizer
  Meeting on Image Recognition and Understanding (MIRU)
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Using Robust Regression to Find Font Usage Trends2021
- Author(s)
  Kaigen Tsuji, Seiichi Uchida, Brian Kenji Iwana
- Organizer
  ICDAR Workshop on Machine Learning (ICDAR-WML)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Attention to Warp: Deep Metric Learning for Multivariate Time Series2021
- Author(s)
  Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, and Seiichi Uchida
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Gated Data Augmentation for Time Series Recognition2021
- Author(s)
  Daisuke Oba, Shinnousuke Matsuo, Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Analysis of Historical Changes in the Fonts on Movie Posters2021
- Author(s)
  Kaigen Tsuji, Seiichi Uchida, and Brian Kenji Iwana
- Organizer
  Meeting on Image Recognition and Understanding (MIRU)
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] 画像の空間的構造を活用したVision Transformer2021
- Author(s)
  Akihiro Kusuda, Brian Kenji Iwana
- Organizer
  情報関係学会九州支部連合大会
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Font Style that Fits an Image -- Font Generation Based on Image Context2021
- Author(s)
  Taiga Miyazono, Daichi Haraguchi, Seiichi Uchida, and Brian Kenji Iwana
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Self-Augmented Multi-Modal Feature Embedding2021
- Author(s)
  Shinnosuke Matsuo. Presenters: Shinnosuke Matsuo, Brian Kenji Iwana, and Seiichi Uchida
- Organizer
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808
[Presentation] Towards Book Cover Design via Layout Graphs2021
- Author(s)
  Wensheng Zhang, Yan Zheng, Taiga Miyazono, Seiichi Uchida, and Brian Kenji Iwana
- Organizer
  International Conference on Document Analysis and Recognition (ICDAR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17808

1. 内田誠一

# of Collaborated Projects: 0 results

# of Collaborated Products: 3 results
2. 大山航

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

IWANA BRIAN KENJI ＩＷＡＮＡ ＢＲＩＡＮ・ＫＥＮＪＩ

Research Projects

Research Products

Co-Researchers

Tackling real-world time series using dynamic neural networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Dynamic Neural Architecture Warping for Time Series RecognitionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Scene text recognition via dual character counting-aware visual and semantic modeling network2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep attentive time warping2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] FETNet: Feature erasing and transferring network for scene text removal2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Tunable U-Net: Controlling Image-to-Image Outputs Using a Tunable Scalar Value2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] An empirical survey of data augmentation for time series classification with neural networks2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Learning the Micro Deformations by Max-pooling for Offline Signature Verification2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Test Time Augmentation as a Defense Against Adversarial Attacks on Online Handwriting2024

Author(s)

Organizer

Data Source

[Presentation] Dataset Transferability of Time Series Data2023

Author(s)

Organizer

Data Source

[Presentation] Few shot font generation via transferring similarity guided global style and quantization local style2023

Author(s)

Organizer

Data Source

[Presentation] Classification of Polysemous and Homograph Word Usages using Semi-Supervised Learning2023

Author(s)

Organizer

Data Source

[Presentation] Vision Conformer: Incorporating Convolutions into Vision Transformer Layers2023

Author(s)

Organizer

Data Source

[Presentation] Using Motif-Based Features to Improve Signal Classification with Temporal Neural Networks2023

Author(s)

Organizer

Data Source

[Presentation] Generation Using Stable Diffusion and Layout Graphs2023

Author(s)

Organizer

Data Source

[Presentation] Contour Completion by Transformers and Its Application to Vector Font Data2023

Author(s)

Organizer

Data Source

[Presentation] On mini-batch training with varying length time series2022

Author(s)

IWANA BRIAN KENJI ＩＷＡＮＡＢＲＩＡＮ・ＫＥＮＪＩ