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Towards Book Cover Design via Layout Graphs


May 24, 2021
Wensheng Zhang, Yan Zheng, Taiga Miyazono, Seiichi Uchida, Brian Kenji Iwana


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Font Style that Fits an Image -- Font Generation Based on Image Context


May 19, 2021
Taiga Miyazono, Brian Kenji Iwana, Daichi Haraguchi, Seiichi Uchida

* Accepted to ICDAR 2021 

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Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo


Apr 01, 2021
Shintaro Nishi, Takeaki Kadota, Seiichi Uchida


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Attention to Warp: Deep Metric Learning for Multivariate Time Series


Mar 28, 2021
Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida

* submitted ICDAR 2021 

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Shared Latent Space of Font Shapes and Impressions


Mar 23, 2021
Jihun Kang, Daichi Haraguchi, Akisato Kimura, Seiichi Uchida

* submitted ICDAR 2021 

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Impressions2Font: Generating Fonts by Specifying Impressions


Mar 18, 2021
Seiya Matsuda, Akisato Kimura, Seiichi Uchida

* submitted ICDAR 2021 

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Meta-learning of Pooling Layers for Character Recognition


Mar 17, 2021
Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi

* 16 pages, 9 figures 

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Self-Augmented Multi-Modal Feature Embedding


Mar 08, 2021
Shinnosuke Matsuo, Seiichi Uchida, Brian Kenji Iwana

* Accepted at ICASSP2021 

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Layer-Wise Interpretation of Deep Neural Networks Using Identity Initialization


Feb 26, 2021
Shohei Kubota, Hideaki Hayashi, Tomohiro Hayase, Seiichi Uchida

* Accepted at ICASSP2021 

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Handwriting Prediction Considering Inter-Class Bifurcation Structures


Sep 27, 2020
Masaki Yamagata, Hideaki Hayashi, Seiichi Uchida

* Accepted at ICFHR2020 

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AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee


Sep 24, 2020
Heon Song, Daiki Suehiro, Seiichi Uchida


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What is the Reward for Handwriting? -- Handwriting Generation by Imitation Learning


Sep 23, 2020
Keisuke Kanda, Brian Kenji Iwana, Seiichi Uchida

* Accepted at ICFHR2020 

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An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks


Jul 31, 2020
Brian Kenji Iwana, Seiichi Uchida

* Submitted to IEEE Transactions. IEEE copyright applies 

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Label or Message: A Large-Scale Experimental Survey of Texts and Objects Co-Occurrence


Jul 30, 2020
Koki Takeshita, Juntaro Shioyama, Seiichi Uchida

* Accepted at ICPR2020 

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On the Ability of a CNN to Realize Image-to-Image Language Conversion


Jun 22, 2020
Kohei Baba, Seiichi Uchida, Brian Kenji Iwana

* Published at ICDAR 2019 

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Lyric Video Analysis Using Text Detection and Tracking


Jun 21, 2020
Shota Sakaguchi, Jun Kato, Masataka Goto, Seiichi Uchida

* 15 pages, 8 figures, DAS 2020 

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Regularized Pooling


May 06, 2020
Takato Otsuzuki, Hideaki Hayashi, Yuchen Zheng, Seiichi Uchida


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Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher


Apr 19, 2020
Brian Kenji Iwana, Seiichi Uchida

* Submitted to ICPR 2020 

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Effect of Text Color on Word Embeddings


Apr 18, 2020
Masaya Ikoma, Brian Kenji Iwana, Seiichi Uchida

* to appear at the 14th International Workshop on Document Analysis Systems (DAS) 2020 

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Iconify: Converting Photographs into Icons


Apr 07, 2020
Takuro Karamatsu, Gibran Benitez-Garcia, Keiji Yanai, Seiichi Uchida

* to appear at 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia (MMArt-ACM'20) 

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Character-independent font identification


Jan 24, 2020
Daichi Haraguchi, Shota Harada, Brian Kenji Iwana, Yuto Shinahara, Seiichi Uchida

* submitted DAS 2020 

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Neural Style Difference Transfer and Its Application to Font Generation


Jan 21, 2020
Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

* Submitted to DAS2020 

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SDGM: Sparse Bayesian Classifier Based on a Discriminative Gaussian Mixture Model


Nov 14, 2019
Hideaki Hayashi, Seiichi Uchida


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Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation


Aug 06, 2019
Brian Kenji Iwana, Ryohei Kuroki, Seiichi Uchida


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Scene Text Magnifier


Jul 05, 2019
Toshiki Nakamura, Anna Zhu, Seiichi Uchida

* to appear at the International Conference on Document Analysis and Recognition (ICDAR) 2019 

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Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements


Jun 29, 2019
Yuto Shinahara, Takuro Karamatsu, Daisuke Harada, Kota Yamaguchi, Seiichi Uchida

* Accepted by ICDAR2019 

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Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders


Jun 14, 2019
Taichi Sumi, Brian Kenji Iwana, Hideaki Hayashi, Seiichi Uchida

* to appear at the International Conference on Document Analysis and Recognition (ICDAR) 2019 

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GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks


May 30, 2019
Hideaki Hayashi, Kohtaro Abe, Seiichi Uchida

* To appear in Knowledge-Based Systems 

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