Brian Kenji Iwana

Orcid: 0000-0002-5146-6818

According to our database1, Brian Kenji Iwana authored at least 64 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Scene text recognition via dual character counting-aware visual and semantic modeling network.
Sci. China Inf. Sci., 2024

Improving the Robustness of Time Series Neural Networks from Adversarial Attacks Using Time Warping.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Model Selection with a Shapelet-Based Distance Measure for Multi-source Transfer Learning in Time Series Classification.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Improving Online Handwriting Recognition with Transfer Learning Using Out-of-Domain and Different-Dimensional Sources.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Test Time Augmentation as a Defense Against Adversarial Attacks on Online Handwriting.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

What Text Design Characterizes Book Genres?
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023
Corrigendum to "FETNet: Feature Erasing and Transferring Network for Scene Text Removal": Pattern Recognition Volume 140 (2023) 109531.
Pattern Recognit., September, 2023

FETNet: Feature erasing and transferring network for scene text removal.
Pattern Recognit., August, 2023

Deep attentive time warping.
Pattern Recognit., April, 2023

Contour Completion by Transformers and Its Application to Vector Font Data.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Vision Conformer: Incorporating Convolutions into Vision Transformer Layers.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Few shot font generation via transferring similarity guided global style and quantization local style.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Using Motif-Based Features to Improve Signal Classification with Temporal Neural Networks.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
Text Style Transfer based on Multi-factor Disentanglement and Mixture.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dynamic Data Augmentation with Gating Networks for Time Series Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

On Mini-Batch Training with Varying Length Time Series.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Learning the micro deformations by max-pooling for offline signature verification.
Pattern Recognit., 2021

Complex image processing with less data - Document image binarization by integrating multiple pre-trained U-Net modules.
Pattern Recognit., 2021

Dynamic Data Augmentation with Gating Networks.
CoRR, 2021

Tunable U-Net: Controlling Image-to-Image Outputs Using a Tunable Scalar Value.
IEEE Access, 2021

Towards Book Cover Design via Layout Graphs.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Using Robust Regression to Find Font Usage Trends.
Proceedings of the Document Analysis and Recognition, 2021

Font Style that Fits an Image - Font Generation Based on Image Context.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Attention to Warp: Deep Metric Learning for Multivariate Time Series.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Self-Augmented Multi-Modal Feature Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Few-Shot Text Style Transfer via Deep Feature Similarity.
IEEE Trans. Image Process., 2020

Benchmarking Deep Learning Models for Classification of Book Covers.
SN Comput. Sci., 2020

Time series classification using local distance-based features in multi-modal fusion networks.
Pattern Recognit., 2020

DTW-NN: A novel neural network for time series recognition using dynamic alignment between inputs and weights.
Knowl. Based Syst., 2020

What is the Reward for Handwriting? - Handwriting Generation by Imitation Learning.
CoRR, 2020

An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks.
CoRR, 2020

Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

What is the Reward for Handwriting? - A Handwriting Generation Model Based on Imitation Learning.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Negative Pseudo Labeling Using Class Proportion for Semantic Segmentation in Pathology.
Proceedings of the Computer Vision - ECCV 2020, 2020

ACMU-Nets: Attention Cascading Modular U-Nets Incorporating Squeeze and Excitation Blocks.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Effect of Text Color on Word Embeddings.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Character-Independent Font Identification.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Neural Style Difference Transfer and Its Application to Font Generation.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Mining the displacement of max-pooling for text recognition.
Pattern Recognit., 2019

ProbAct: A Probabilistic Activation Function for Deep Neural Networks.
CoRR, 2019

Capturing Micro Deformations from Pooling Layers for Offline Signature Verification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Deep Dynamic Time Warping: End-to-End Local Representation Learning for Online Signature Verification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Selective Super-Resolution for Scene Text Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Cascading Modular U-Nets for Document Image Binarization.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

On the Ability of a CNN to Realize Image-to-Image Language Conversion.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Dynamic Weight Alignment for Temporal Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
How do Convolutional Neural Networks Learn Design?
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Discovering Class-Wise Trends of Max-Pooling in Subspace.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Introducing Local Distance-Based Features to Temporal Convolutional Neural Networks.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Contained Neural Style Transfer for Decorated Logo Generation.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017
Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes.
Pattern Recognit., 2017

Dynamic Weight Alignment for Convolutional Neural Networks.
CoRR, 2017

Globally Optimal Object Tracking with Complementary Use of Single Shot Multibox Detector and Fully Convolutional Network.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

Component Awareness in Convolutional Neural Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Neural Font Style Transfer.
Proceedings of the First Workshop of Machine Learning, 2017

Font Creation Using Class Discriminative Deep Convolutional Generative Adversarial Networks.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Globally Optimal Object Tracking with Fully Convolutional Networks.
CoRR, 2016

Judging a Book By its Cover.
CoRR, 2016

A Further Step to Perfect Accuracy by Training CNN with Larger Data.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

A Robust Dissimilarity-Based Neural Network for Temporal Pattern Recognition.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015
Detecting text in natural scene images with conditional clustering and convolution neural network.
J. Electronic Imaging, 2015

Tackling temporal pattern recognition by vector space embedding.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015


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