Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970
[TOP] | [2018] | [2019] | [2020] | [2021] | [2022] | [2023] | [2024] | [Japanese] / [English]
MMS2021-1 ME2021-1 AIT2021-1
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.)
pp. 1 - 6
MMS2021-2 ME2021-2 AIT2021-2
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.)
pp. 7 - 12
MMS2021-3 ME2021-3 AIT2021-3
A Note on Distress Classification of High-resolution Subway Tunnel Images based on HRNet
An Wang, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)
pp. 13 - 16
MMS2021-4 ME2021-4 AIT2021-4
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.)
pp. 17 - 21
MMS2021-5 ME2021-5 AIT2021-5
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.)
pp. 23 - 26
MMS2021-6 ME2021-6 AIT2021-6
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.)
pp. 27 - 31
MMS2021-7 ME2021-7 AIT2021-7
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.)
pp. 33 - 36
MMS2021-8 ME2021-8 AIT2021-8
Intersect Prediction of 360 Degree Videos for Movie Map
Naoki Sugimoto (Tokyo Univ.), Satoshi Ikehata (NII), Kiyoharu Aizawa (Tokyo Univ.)
pp. 37 - 42
MMS2021-9 ME2021-9 AIT2021-9
A Note on Estimation of Deteriorated Regions Based on Anomaly Detection from Rubber Material Electron Microscope Images
-- Verification of Feature Representations Extracted from Deep Learning Models --
Masanao Matsumoto, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ)
pp. 43 - 46
MMS2021-10 ME2021-10 AIT2021-10
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.)
pp. 47 - 51
MMS2021-11 ME2021-11 AIT2021-11
Texture Analysis and Evaluation of the Shitsukan Research Database Based on Luminance Information
Norifumi Kawabata (Tokyo Univ. of Science)
pp. 53 - 58
MMS2021-12 ME2021-12 AIT2021-12
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.)
pp. 59 - 63
MMS2021-13 ME2021-13 AIT2021-13
A note on improvement of image sentiment analysis based on introduction of image captioning
Yun Liang, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)
pp. 65 - 69
MMS2021-14 ME2021-14 AIT2021-14
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.)
pp. 71 - 75
MMS2021-15 ME2021-15 AIT2021-15
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.)
pp. 77 - 81
MMS2021-16 ME2021-16 AIT2021-16
Generation Method of Planar Holograms with Arbitrary Positions Using Cylindrical Object Light
Tatsuhiko Baba, Yuji Sakamoto (Hokkaido Univ.)
pp. 101 - 106
MMS2021-17 ME2021-17 AIT2021-17
[Special Invited Talk]
Evolving NITORI's business model with data science.
Shirai Toshiyuki (NITORI Holdings)
pp. 143 - 147
MMS2021-18 ME2021-18 AIT2021-18
[Special Talk]
Estimation of Travel Time Reduction Benefit Considering Travel Time Reliability in the Spreading Process of Automated Vehicles
Sho Nitta, Ryuichi Tani (Hokkiado Univ.), Teppei Kato (Saitama Univ.), Kenetsu Uchida (Hokkiado Univ.)
pp. 149 - 154
MMS2021-19 ME2021-19 AIT2021-19
[Special Talk]
The data science educator and mathematics
-- from graduate student in mathematics viewpoint --
Naomichi Nakajima (Hokkaido Univ.)
pp. 155 - 158
MMS2021-20 ME2021-20 AIT2021-20
[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.)
pp. 159 - 164
MMS2021-21 ME2021-21 AIT2021-21
[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.)
pp. 165 - 169
MMS2021-22 ME2021-22 AIT2021-22
[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.)
pp. 171 - 175
MMS2021-23 ME2021-23 AIT2021-23
[Special Talk]
Store Channel Customer Segmentation using transaction data
Yuji Sakagawa (Hokkaido Univ.)
pp. 177 - 179
MMS2021-24 ME2021-24 AIT2021-24
[Special Talk]
A Framework of Exploring Store-Clusters with Multiple Similarities
Yoshiaki Okubo (Hokkaido Univ.)
pp. 181 - 185
MMS2021-25 ME2021-25 AIT2021-25
[Special Talk]
A Note on Interior Coordination Retrieval Reflecting User's Preferences
-- Extraction of Features Representing Coordination and Application to Real Data --
Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)
pp. 187 - 191
MMS2021-26 ME2021-26 AIT2021-26
[Special Talk]
A Note on Customer's Interest Estimation Method Using Security Camera Video Data from the Real Store
-- Validation of the accuracy of an anomaly detection model using features obtained from a posture estimation model --
Yuki Honma, Ren Togo, Maiku Abe, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)
pp. 193 - 198
MMS2021-27 ME2021-27 AIT2021-27
[Special Talk]
Data Analysis in Determining the Soundness of RC Slabs of Highway Bridges
Aoi Hasegawa, Yuki Wakuda (Hokkaido Univ.), Hiromu Suzuki (NEXCO East Nippon)
pp. 199 - 200
MMS2021-28 ME2021-28 AIT2021-28
[Special Talk]
Improving Efficiency of Hammering Inspection of Subway Tunnels based on Analyzing Inspection Data
Motoki Oyama, Yuki Wakuda, Maiku Abe (Hokkaido Univ.), Yukihiro Ishikawa, Yuki Enokidani, Daisuke Tanaka, Hideaki Yamaguchi (Tokyo Metro)
pp. 201 - 202
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.