Presentations -

物体検出の精度向上にむけたドメイン変換における長距離特徴の有効性

岡本聖也, 瀬尾昌孝

International conference  電子情報通信学会 総合大会  ( 広島県 )  Oral Presentation(general)

2024.03

　

　

Acquisition of Highly Independent Latent Space for Feature-based Data Distribution Control Using DenseNet

Yuki Ikezumi, Masataka Seo

International conference  Global Conference on Consumer Electronics  ( Japan )  Oral Presentation(general)

2023.10

　

　

Sports Motion Correction Based on Domain Adaptation Using VAE

Keigo Shimada, Masataka Seo

International conference  Global Conference on Consumer Electronics  ( Japan )  Poster (general)

2023.10

　

　

Selective Domain Transformation Using Deep Learning for Improving Object Detection Accuracy

Seiya Okamoto, Masataka Seo

International conference  Global Conference on Consumer Electronics  ( Japan )  Poster (general)

2023.10

　

　

Super-Resolution Using Deep Learning Focusing on Local Reproducibility

Mizuki Ishikawa, Masataka Seo

International conference  Global Conference on Consumer Electronics  Poster (general)

2023.10

　

　

Novel Regularization Method for Text-to-Image Generation Using Deep Learning

Rihito Tominaga, Masataka Seo

International conference  Global Conference on Consumer Electronics  ( Japan )  Oral Presentation(general)

2023.10

　

　

Improving the accuracy of Object Detection by Selective Domain Transformation using deep learning

Seiya Okamoto, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Acquisition of Highly Independent Latent Space based on Data Features Using Transformer

Yuki Ikezumi, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Star Detection from Night Sky Image Using Deep Learning based on Likelihood Estimation

Kaho Moriguchi, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Dress-up Image Generation by Feature Selection and Addition Using Deep Generative Model

Kai Kusano, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Motion Correction based on Domain Adaptation and VAE Using Small Dataset

Keigo Shiada, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Anomaly Detection of Medical Images with Deep Learning Using Denoising Reconstructor

Takumi Kobayashi, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

Validation of a New Regularization Method for Conditional Adversarial Generation Tasks

Rihito Tominaga, Masataka Seo

Internal meeting  IEICE General Conference  ( Saitama )  Oral Presentation(general)

2023.03

　

　

局所的再現性に着目した深層学習を用いた医用画像の超解像度

石川瑞基, 瀬尾昌孝

Internal meeting  電子情報通信学会 総合大会  ( 埼玉県 )  Oral Presentation(general)

2023.03

　

　

Simulation of Facial Palsy Using an Improved Cycle GAN and Face Restoration Network

Takato Sakai, Masataka Seo, Naoki Matsushiro, Yen-Wei Chen

International conference  International Conference on Consumer Electronics  ( USA )  Oral Presentation(general)

2023.01

　

　

An Improved cGAN with Self-Supervised Guidance Encoder for Generation of High-Resolution Facial Expression Images

Tatsuya Hanano, Masataka Seo, Yen-Wei Chen

International conference  International Conference on Consumer Electronics  ( USA )  Oral Presentation(general)

2023.01

　

　

Three Methods for Generation of High-Resolution Facial Expression Images Using Generative Adversarial Network and Super-Resolution Techniques

Tatsuya Hanano, Masataka Seo, Yen-Wei Chen

Internal meeting  映像情報メディア学会 メディア工学研究会  ( 愛知県 )  Oral Presentation(general)

2022.12

　

　

データの特徴量に基づく分布制御のための独立性の高い潜在空間の獲得

池住勇輝，瀬尾昌孝

International conference  電気関係学会 関西連合大会  ( オンライン )  Oral Presentation(general)

2022.11

　

　

Image Generation Based on Text Input by StackGAN with Conditional Consistency Regularization

Internal meeting  Kansai-section Joint Convention of Institutes of Electrical Engineering  ( Online )  Oral Presentation(general)

2022.11

　

　

Accurate and Efficient Generation of High-Resolution Facial Expression Images by Multi-Task Learning Using Generative　Adversarial Networks

Tatsuya Hanano, Masataka Seo, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  Oral Presentation(general)

2022.10

　

　

Simulation of Facial Palsy Using an Improved Generative Adversarial Net With Two Discriminators

Takato Sakai, Masataka Seo, Naoki Matsushiro, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  ( Japan )  Oral Presentation(general)

2022.10

　

　

Development of Facial Expression Simulator for Patients with Facial Nerve Paralysis Using Cycle GAN with Identity Discriminator

Internal meeting  JFACE Annual Conference  Oral Presentation(general)

2022.09

　

　

Generated Image Control by Adding Information with Different Localities

Internal meeting  JFACE Annual Conference  Oral Presentation(general)

2022.09

　

　

Generation of High-Resolution Facial Expressions by Multitask Learning Using Generative Adversarial Networks

Internal meeting  JFACE Annual Conference  Oral Presentation(general)

2022.09

　

　

Acquisition of Highly Independent Latent Space for Distribution Control based on Features

Yuki Ikezumi, Masataka Seo

International conference  International Conference on Distributed Computing and Artificial Intelligence  ( Italy )  Oral Presentation(general)

2022.06

　

　

Image Generation from Text using StackGAN with Consistency Regularization

Rihito Tominaga, Masataka Seo

International conference  International Conference on Distributed Computing and Artificial Intelligence  ( Italy )  Oral Presentation(general)

2022.06

　

　

Restriction of Latent Representations with Different Features Using WGAN and Anomaly Detection of Time Series Data

Ryosuke Okabe, Masataka Seo

Internal meeting  IEICE General Conference  ( Online )  Oral Presentation(general)

2022.03

　

　

Image Generation based on Text Input by StackGAN with Consistency Regularization

Rihito Tominaga, Masataka Seo

Internal meeting  IEICE General Conference  ( Online )  Oral Presentation(general)

2022.03

　

　

Anomaly Detection based on Feature Selection Using Deep Learning

Yuki Ikezumi, Masataka Seo

Internal meeting  IEICE General Conference  ( Online )  Oral Presentation(general)

2022.03

　

　

Consistency Regularization Automatic Generation of Viewpoint Conversion Video Using Generative Adversarial Networks

Kento Otsu, Masataka Seo, Yen-Wei Chen

Internal meeting  ITE Winter Annual Convention  ( Online )  Oral Presentation(general)

2021.12

　

　

Latent Expression Separation Using Locality of Changes in Real Image

Toshiki Hazama, Masataka Seo, Yen-Wei Chen

Internal meeting  ITE Winter Annual Convention  ( Online )  Oral Presentation(general)

2021.12

　

　

Simulation of Facial Palsy Using Conditional Generative Adversarial Networks and Face Shape Normalization

Takato Sakai, Masataka Seo, Naoki Matsushiro, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  ( オンライン )  Oral Presentation(general)

2021.10

　

　

Automatic Generation of High-Resolution Facial Expression Images with End-To-End Models Using Pix2Pix and Super-Resolution Convolutional Neural Network

Tatsuya Hanano, Masataka Seo, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  ( オンライン )  Oral Presentation(general)

2021.10

　

　

Efficient Propagation of Important Information Using Attention-GAN and Application to Viewpoint Conversion Moving Image Generation

Kento Otsu, Masataka Seo, Toshihiro Kitajima, Yen-Wei Chen

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2021.09

　

　

High-Resolution Facial Image Generation with End-to-end Model Using Pix2Pix and SRCNN

Tatsuya Hanano, Masataka Seo, Yen-Wei Chen

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2021.09

　

　

Development of Facial Nerve Paralysis Facial Expression Simulator by Generative Adversarial Networks and Face Shape Normalization

Takato Sakai, Masataka Seo, Naoki Matsushiro, Yen-Wei Chen

Internal meeting  JFACE Annual Conference   ( Online )  Oral Presentation(general)

2021.09

　

　

Latent Expression Separation Considering Locality of Subject Deformation in Deep Generative Model

Toshiki Hazama, Masataka Seo, Yen-Wei Chen

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2021.09

　

　

Generation of Figures with Controllable Posture using Ss-InfoGAN

Toshiki Hazama, Masataka Seo, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  ( Japan )  Oral Presentation(general)

2020.10

　

　

Automatic Generation of Eye Gaze Corrected Video Using Recursive Generative Adversarial Networks

Kento Otsu, Masataka Seo, Kitajima Toshihiro, Yen-Wei Chen

International conference  Global Conference on Consumer Electronics  ( Japan )  Oral Presentation(general)

2020.10

　

　

Explore KAOGAKU trends

Masataka Seo, Koyo Nakamura, Soyogu Matsushita

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2020.10

　

　

Attribute Control by Generative Adversarial Model

Toshiki Hazama, Masataka Seo, Yen-Wei Chen

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2020.10

　

　

Automatic Generation of Viewpoint Change Video using Recursive Adversarial Network

Kento Otsu, Masataka Seo, Toshihiro Kitajima, Yen-Wei Chen

Internal meeting  JFACE Annual Conference  ( Online )  Oral Presentation(general)

2020.10

　

　

High-Resolution Gaze-Corrected Image Generation Based on Combined Conditional GAN and Residual Dense Network

Masataka Seo, Toshihiro Kitajima, Yen-Wei Chen

International conference  International Conference on Consumer Electronics  ( USA )  Oral Presentation(general)

2020.01

　

　

A Static2Dynamic GAN Model for Generation of Dynamic Facial Expression Images

Yoshiharu Kawai, Yen-Wei Chen, Masataka Seo

International conference  International Conference on Consumer Electronics  ( USA )  Oral Presentation(general)

2020.01

　

　

Simulation of Facial Palsy Using Conditional Generative Adversarial Networks

Sota Yaotome, Masataka Seo, Yen-Wei Chen, Naoki Matsushiro

International conference  Global Conference on Consumer Electronics  Oral Presentation(general)

2019.10

　

　

Diversity Preservation in Genetic Algorithm by Lifespan Control

Yu Yamane, Masataka Seo, Ikuko Nishikawa

International conference  International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery  Oral Presentation(general)

2019.07

　

　

Characterizing Phenotype Abnormality by Variational Auto Encoder

Yuki Kimura, Takaya Ueda, Masataka Seo, Yukako Tohsato, Ikuko Nishikawa

International conference  International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery  Oral Presentation(general)

2019.07

　

　

Analysis of Time Series Anomalies Using Causal InfoGAN and Its Application to Biological Data

Takaya Ueda, Masataka Seo, Yukako Tohsato, Ikuko Nishikawa

International conference  International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery  Oral Presentation(general)

2019.07