Iwana Brian Kenji (Brian Kenji Iwana) - マイポータル

基本情報

所属: 九州大学大学院システム情報科学研究院

研究者番号: 90852723
ORCID ID: https://orcid.org/0000-0002-5146-6818
J-GLOBAL ID: 202001008919798340
researchmap会員ID: R000000681

外部リンク: http://brianiwana.com

研究分野

論文

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) 2021年1月10日
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年
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年
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年
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年
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年
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年
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年
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年
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 2020年9月
Guided neural style transfer for shape stylization

Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

PLoS ONE 15(6) 2020年6月
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年
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年
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年
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年
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年
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年
ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks.

Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida

Document Analysis Systems - 14th IAPR International Workshop(DAS) 118-130 2020年
Few-Shot Text Style Transfer via Deep Feature Similarity.

Anna Zhu, Xiongbo Lu, Xiang Bai, Seiichi Uchida, Brian Kenji Iwana, Shengwu Xiong

IEEE Trans. Image Process. 29 6932-6946 2020年
Benchmarking Deep Learning Models for Classification of Book Covers.

Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel 0001, Sheraz Ahmed

SN Comput. Sci. 1(3) 139-139 2020年

もっとみる

MISC

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

Brian Kenji Iwana, Seiichi Uchida

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

Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

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

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

CoRR abs/2001.08893(2001.08893) 2020年
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) 2019年5月
Dynamic Weight Alignment for Convolutional Neural Networks.

Brian Kenji Iwana, Seiichi Uchida

CoRR abs/1712.06530 2017年査読有り
Component detection in Chinese character using CNN

IEICE 研究報告コンピュータビジョンとイメージメディア 2017-CVIM-205(8) 1-5 2017年1月
Globally Optimal Object Tracking with Fully Convolutional Networks

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

ArXiv (1612.08274) 2016年12月
Judging a Book by its Cover

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

ArXiv (1610.09204) 2016年10月筆頭著者責任著者