Brian Kenji Iwana - My portal

Profile Information

Affiliation: Associate Professor, 大学院システム情報科学研究院, 九州大学

Researcher number: 90852723
ORCID ID: https://orcid.org/0000-0002-5146-6818
J-GLOBAL ID: 202001008919798340
researchmap Member ID: R000000681

External link: http://brianiwana.com

Research Areas

Papers

FETNet: Feature erasing and transferring network for scene text removal.

Guangtao Lyu, Kun Liu, Anna Zhu, Seiichi Uchida, Brian Kenji Iwana

Pattern Recognit., 140 109531-109531, Aug, 2023
Deep attentive time warping.

Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida

Pattern Recognit., 136 109201-109201, Apr, 2023
Contour Completion by Transformers and Its Application to Vector Font Data.

Yusuke Nagata, Brian Kenji Iwana, Seiichi Uchida

ICDAR (5), 490-504, 2023
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher

Brian Kenji Iwana, Seiichi Uchida

2020 25th International Conference on Pattern Recognition (ICPR), Jan 10, 2021
Font Style that Fits an Image – Font Generation Based on Image Context

Taiga Miyazono, Brian Kenji Iwana, Daichi Haraguchi, Seiichi Uchida

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12823 LNCS 569-584, 2021
Towards Book Cover Design via Layout Graphs

Wensheng Zhang, Yan Zheng, Taiga Miyazono, Seiichi Uchida, Brian Kenji Iwana

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12823 LNCS 642-657, 2021
Using Robust Regression to Find Font Usage Trends

Kaigen Tsuji, Seiichi Uchida, Brian Kenji Iwana

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12917 LNCS 126-141, 2021
Attention to Warp: Deep Metric Learning for Multivariate Time Series

Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12823 LNCS 350-365, 2021
Self-Augmented Multi-Modal Feature Embedding.

Shinnosuke Matsuo, Seiichi Uchida, Brian Kenji Iwana

IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), 3995-3999, 2021
Learning the micro deformations by max-pooling for offline signature verification.

Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida

Pattern Recognit., 118 108008-108008, 2021
Tunable U-Net: Controlling Image-to-Image Outputs Using a Tunable Scalar Value.

Seokjun Kang, Seiichi Uchida, Brian Kenji Iwana

IEEE Access, 9 103279-103290, 2021
Complex image processing with less data - Document image binarization by integrating multiple pre-trained U-Net modules.

Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida

Pattern Recognit., 109 107577-107577, 2021
What is the Reward for Handwriting?-A Handwriting Generation Model Based on Imitation Learning

Keisuke Kanda, Brian Kenji Iwana, Seiichi Uchida

Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR, 2020-September 109-114, Sep, 2020
Guided neural style transfer for shape stylization

Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

PLoS ONE, 15(6), Jun, 2020
ACMU-nets: Attention cascading modular U-nets incorporating squeeze and excitation blocks

Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12116 LNCS 118-130, 2020
Effect of text color on word embeddings

Masaya Ikoma, Brian Kenji Iwana, Seiichi Uchida

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12116 LNCS 341-355, 2020
ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks

Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida

Document Analysis Systems, 118-130, 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher.

Brian Kenji Iwana, Seiichi Uchida

25th International Conference on Pattern Recognition(ICPR), 3558-3565, 2020
What is the Reward for Handwriting? - A Handwriting Generation Model Based on Imitation Learning.

Keisuke Kanda, Brian Kenji Iwana, Seiichi Uchida

17th International Conference on Frontiers in Handwriting Recognition(ICFHR), 109-114, 2020
Effect of Text Color on Word Embeddings.

Masaya Ikoma, Brian Kenji Iwana, Seiichi Uchida

Document Analysis Systems - 14th IAPR International Workshop(DAS), 341-355, 2020

Misc.

An empirical survey of data augmentation for time series classification with neural networks

Brian Kenji Iwana, Seiichi Uchida

PLoS ONE, 16(7 July), Jul, 2021
Neural Style Difference Transfer and Its Application to Font Generation.

Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

CoRR, abs/2001.07321(2001.07321), 2020
Character-independent font identification.

Daichi Haraguchi, Shota Harada, Brian Kenji Iwana, Yuto Shinahara, Seiichi Uchida

CoRR, abs/2001.08893(2001.08893), 2020
ProbAct: A Probabilistic Activation Function for Deep Neural Networks

Joonho Lee, Kumar Shridhar, Hideaki Hayashi, Brian Kenji Iwana, Seokjun Kang, Seiichi Uchida

ArXiv, (1905.10761), May, 2019
Dynamic Weight Alignment for Convolutional Neural Networks.

Brian Kenji Iwana, Seiichi Uchida

CoRR, abs/1712.06530, 2017 Peer-reviewed
Component Detection in Chinese Character Using CNN

Letao Zhou, Brian Kenji Iwana, Kumiko Tanaka-Ishii, Seiichi Uchida

IEICE Technical Report Computer Vision and Image Media, 2017-CVIM-205(8) 1-5, Jan, 2017
Globally Optimal Object Tracking with Fully Convolutional Networks

Jinho Lee, Brian Kenji Iwana, Shota Ide, Seiichi Uchida

ArXiv, (1612.08274), Dec, 2016
Judging a Book by its Cover

Brian Kenji Iwana, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Seiichi Uchida

ArXiv, (1610.09204), Oct, 2016 Lead authorCorresponding author