| Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
| IST, ME, IEICE-IE, IEICE-SIP, IEICE-BioX [detail] |
2021-06-04
13:30 |
Online |
Online |
[Invited Talk]
Interdisciplinary research and real-world applications based on multimedia AI technologies
Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
In this paper, we introduce interdisciplinary research and real-world applications based on multimedia AI technologies. ... [more] |
IST2021-25 ME2021-56
pp.73-80 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
10:20 |
Online |
Online |
A Note on Improving Performance of Deep Learning-based Distress Detection for Supporting Maintenance of Subway Tunnels
-- Accuracy Verification Focusing on Tunnel Wall Characteristics --
Tomoki Haruyama, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper presents the performance improvement of deep learning-based distress detection to support the maintenance of ... [more] |
MMS2021-1 ME2021-1 AIT2021-1
pp.1-6 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
10:45 |
Online |
Online |
A Note on Estimation of Expert-Novice Level Based on Eye Tracking and Motion Data from Engineers While Inspecting Subway Tunnel
Yusuke Akamatsu, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper presents estimation of expert-novice levels based on eye tracking and motion data obtained while engineers in... [more] |
MMS2021-2 ME2021-2 AIT2021-2
pp.7-12 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
11:10 |
Online |
Online |
A Note on Distress Classification of High-resolution Subway Tunnel Images based on HRNet
An Wang, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
[more] |
MMS2021-3 ME2021-3 AIT2021-3
pp.13-16 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
11:35 |
Online |
Online |
A Note on Accurate Distress Image Classification of Road Structures Using Attention Map based on Text Data
Naoki Ogawa, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper presents a correlation-aware attention branch network (CorABN) using multi-modal data for deterioration level... [more] |
MMS2021-4 ME2021-4 AIT2021-4
pp.17-21 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
13:00 |
Online |
Online |
A Note on Automatic Diagnosis of Helicobacter Pylori Infection Based on EfficientNet with Flooding Loss
Guang Li, Ren Togo (Hokkaido Univ.), Katsuhiro Mabe (Junpukai Health Maintenance Center), Shunpei Nishida (Olympus), Yoshihiro Tomoda, Hikari Shimizu (Olympus Medical Systems), Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper presents a method for automatically diagnosing Helicobacter pylori (H. pylori) infection based on EfficientNe... [more] |
MMS2021-5 ME2021-5 AIT2021-5
pp.23-26 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
13:25 |
Online |
Online |
A Note on Estimation of Semantic Content Based on a Question Answering Model Using Brain Activity Data while Viewing Images
-- Improvement of Estimation Performance Based on Fine-tuning of the VQA model --
Saya Takada, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
In this paper, we propose a semantic content estimation method based on a question and answer generation model using bra... [more] |
MMS2021-6 ME2021-6 AIT2021-6
pp.27-31 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
13:50 |
Online |
Online |
Detecting axillary lymph node metastasis of breast cancer with FDG-PET/CT images based on attention mechanism
Zongyao Li, Ren Togo, Kenji Hirata (Hokkaido Univ.), Kazuhiro Kitajima (Hyogo Med.), Junki Takenaka (Hokkaido Univ.), Yasuo Miyoshi (Hyogo Med.), Kohsuke Kudo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Determination of axillary nodal status is significant to treatment of breast cancer. Typically, the diagnosis of axillar... [more] |
MMS2021-7 ME2021-7 AIT2021-7
pp.33-36 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
15:15 |
Online |
Online |
A Note on Action Detection Using Feature Representation via Self-Supervised Learning based on TCC
-- Effectiveness evaluation of parameters for action detection --
Tsuyoshi Masuda, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
[more] |
MMS2021-10 ME2021-10 AIT2021-10
pp.47-51 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
16:15 |
Online |
Online |
A Note on Cross-domain Recommendation Based on Multilayer Graph Analysis with Visual Features
Taisei Hirakawa, Keisuke Maeda, Takahiro Ogawa (Hokkaido Univ.), Satoshi Asamizu (NIT, Kushiro College), Miki Haseyama (Hokkaido Univ.) |
In this paper, we improve the accuracy of cross-domain recommendation methods, which have been recently studied as a sol... [more] |
MMS2021-12 ME2021-12 AIT2021-12
pp.59-63 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
16:40 |
Online |
Online |
A note on improvement of image sentiment analysis based on introduction of image captioning
Yun Liang, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Recently, with the popularization of social network services, the images uploaded by users have been increasing. Users t... [more] |
MMS2021-13 ME2021-13 AIT2021-13
pp.65-69 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
17:05 |
Online |
Online |
A Note on Prediction of Important Scenes in Baseball Videos via Multimodal Variational Autoencoder Using Tweets and Videos
Kaito Hirasawa, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper presents a prediction method of important scenes in baseball videos based on multimodal variational autoencod... [more] |
MMS2021-14 ME2021-14 AIT2021-14
pp.71-75 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
17:30 |
Online |
Online |
A Note on Position Estimation of Superimposing Information in Soccer Videos
-- Decision of Object Placement Based on User's Gaze Position and Players' Positions --
Genki Suzuki, Sho Takahashi, Takahiro Ogawaa, Miki Haseyama (Hokkaido Univ.) |
This paper presents a method for position estimation of superimposing information based on user's gaze position and play... [more] |
MMS2021-15 ME2021-15 AIT2021-15
pp.77-81 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-18
14:25 |
Online |
Online |
Generation Method of Planar Holograms with Arbitrary Positions Using Cylindrical Object Light
Tatsuhiko Baba, Yuji Sakamoto (Hokkaido Univ.) |
[more] |
MMS2021-16 ME2021-16 AIT2021-16
pp.101-106 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
13:45 |
Online |
Online |
[Special Talk]
The data science educator and mathematics
-- from graduate student in mathematics viewpoint --
Naomichi Nakajima (Hokkaido Univ.) |
At the Education and Research Center for Mathematical and Data Science, Hokkaido University (MDS center), education of t... [more] |
MMS2021-19 ME2021-19 AIT2021-19
pp.155-158 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
13:55 |
Online |
Online |
[Special Talk]
Low-power consumption optical transmission of electron-spin information using semiconductor quantum dots
Shino Sato, Satoshi Hiura, Junichi Takayama, Akihiro Murayama (IST, Hokkaido Univ.) |
Semiconductor quantum dots (QDs) are microscopic nanostructures with a diameter of several tens of nanometers, and the e... [more] |
MMS2021-20 ME2021-20 AIT2021-20
pp.159-164 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
14:05 |
Online |
Online |
[Special Talk]
A Note on Discrimination of Road Surface Conditions Based on Deep Learning Using Road Images
Yuya Moroto, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
In this paper, we study the discrimination of road surface conditions based on deep learning using images captured by fi... [more] |
MMS2021-21 ME2021-21 AIT2021-21
pp.165-169 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
14:15 |
Online |
Online |
[Special Talk]
A Note on Electron Microscope Image Generation from Mix Proportion via Conditional Style Generative Adversarial Network for Rubber Materials
Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Estimating the properties of rubber materials from ingredients is necessary to accelerate rubber material development. I... [more] |
MMS2021-22 ME2021-22 AIT2021-22
pp.171-175 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
14:35 |
Online |
Online |
[Special Talk]
Store Channel Customer Segmentation using transaction data
Yuji Sakagawa (Hokkaido Univ.) |
We attempted to identify market segments based on real and online stores in a specific area by latent class analysis. As... [more] |
MMS2021-23 ME2021-23 AIT2021-23
pp.177-179 |
| IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] |
2021-02-19
14:50 |
Online |
Online |
[Special Talk]
A Framework of Exploring Store-Clusters with Multiple Similarities
Yoshiaki Okubo (Hokkaido Univ.) |
In this paper, we discuss an interactive framework of exploring various clusters of objects observed in a given relation... [more] |
MMS2021-24 ME2021-24 AIT2021-24
pp.181-185 |