Thu, Feb 18 AM ME1 Chair: Takahiro Mochizuki (NHK) 10:20 - 12:00 |
(1) ME |
10:20-10:45 |
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.) |
(2) ME |
10:45-11:10 |
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.) |
(3) ME |
11:10-11:35 |
A Note on Distress Classification of High-resolution Subway Tunnel Images based on HRNet |
An Wang, Ren Togo, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
(4) ME |
11:35-12:00 |
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.) |
|
12:00-13:00 |
Break ( 60 min. ) |
Thu, Feb 18 PM ME2 Chair: Hiroyuki Arai (Nippon Institute of Technology) 13:00 - 14:15 |
(5) ME |
13:00-13:25 |
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.) |
(6) ME |
13:25-13:50 |
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.) |
(7) ME |
13:50-14:15 |
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.) |
|
14:15-14:25 |
Break ( 10 min. ) |
Thu, Feb 18 PM ME3 Chair: Takahiro Mochizuki (NHK) 14:25 - 16:05 |
(8) ME |
14:25-14:50 |
Intersect Prediction of 360 Degree Videos for Movie Map |
Naoki Sugimoto (Tokyo Univ.), Satoshi Ikehata (NII), Kiyoharu Aizawa (Tokyo Univ.) |
(9) ME |
14:50-15:15 |
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) |
(10) ME |
15:15-15:40 |
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.) |
(11) ME |
15:40-16:05 |
Texture Analysis and Evaluation of the Shitsukan Research Database Based on Luminance Information |
Norifumi Kawabata (Tokyo Univ. of Science) |
|
16:05-16:15 |
Break ( 10 min. ) |
Thu, Feb 18 PM ME4 Chair: Toshinori Hosoi (NEC) 16:15 - 17:55 |
(12) ME |
16:15-16:40 |
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.) |
(13) ME |
16:40-17:05 |
A note on improvement of image sentiment analysis based on introduction of image captioning |
Yun Liang, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
(14) ME |
17:05-17:30 |
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.) |
(15) ME |
17:30-17:55 |
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.) |
Thu, Feb 18 PM ITS Chair: Hiroyuki Hatano (Mie Univ.) 13:00 - 14:15 |
(16) IEICE-ITS |
13:00-13:25 |
Self-Evaluation of AIS Station Coverage Area for GTFS Realtime of Maritime Public Transport |
Naoki Yamane (NIT,Tokuyama College), Tomohiro Sunada, Kazuma Urata, Kenshiro Okamura (NIT, Oshima College), Misako Urakami (NIT,Tokuyama College) |
(17) IEICE-ITS |
13:25-13:50 |
Automatic Path Tracking Control of Cars for Complicated Courses Based on Just-in-time Modeling |
Kazuki Fukawa, Tatsuya Kai (Tokyo Univ. of Science) |
(18) IEICE-ITS |
13:50-14:15 |
A study on the Signal Control Scheme for the exclusive pedestrian phase |
Riku Sasaki, Takaaki Hasegawa (Saitama Univ.) |
|
14:15-14:25 |
Break ( 10 min. ) |
Thu, Feb 18 PM AIT + IE1 Chair: Keita Takahashi (Nagoya Univ.) 14:25 - 16:05 |
(19) AIT |
14:25-14:50 |
Generation Method of Planar Holograms with Arbitrary Positions Using Cylindrical Object Light |
Tatsuhiko Baba, Yuji Sakamoto (Hokkaido Univ.) |
(20) IEICE-IE |
14:50-15:15 |
Production and Evaluation of Data Set for Semantic Segmentation of 3D CG Image by H.265/HEVC |
Norifumi Kawabata (Tokyo Univ. of Science) |
(21) IEICE-IE |
15:15-15:40 |
A study on avoiding phase-retrieval stagnation for ptychography |
Ryo Ozawa (Muroran IT), Yosuke Maehara (DOWELL), Asahi Takaoka, Hiroyuki Shioya (Muroran IT) |
(22) IEICE-IE |
15:40-16:05 |
Carried Object Detection Using Human Skeleton Information |
Yoshiki Nakajima, Eiji Kamioka, Phan Xuan Tan (SIT) |
|
16:05-16:15 |
Break ( 10 min. ) |
Thu, Feb 18 PM IE2 Chair: Norishige Fukushima (Nagoya Inst. of Tech.) 16:15 - 17:55 |
(23) IEICE-IE |
16:15-16:40 |
A study on image representation of attribute data in vital data |
Hideaki Kimata, Xiaojun Wu, Ryuichi Tanida (NTT) |
(24) IEICE-IE |
16:40-17:05 |
Image Reconstruction Technique using Object's Motion for Single Photon Imaging |
Kiyotaka Iwabuchi, Yusuke Kameda, Takayuki Hamamoto (TUS) |
(25) IEICE-IE |
17:05-17:30 |
Design Creation with GAN using features that reflect Shape and Material |
Shun Matsumura, Kiyoharu Aizawa (UTokyo), Atsushi Honda, Seiji Kurokoshi (DIGISEARCH) |
(26) IEICE-IE |
17:30-17:55 |
A Study on scale-age determination of chum salmon (Oncorhynchus keta) using digital image-processing with neural networks |
Masanobu Yoshida, Ryoma Hoson, Hiroyuki Shioya (Muroran IT), Fumi Yamaguchi, Ryutaro Ishida, Koichi Urabe (HRO SFFRI) |
Fri, Feb 19 AM Opening 10:25 - 10:30 |
(27) |
10:25-10:30 |
Opening |
Fri, Feb 19 PM 10:30 - 12:00 |
(28) |
10:30-10:40 |
Talk 1 |
(29) |
10:40-11:00 |
Talk 2 |
(30) |
11:00-11:20 |
Talk 3 |
(31) |
11:20-11:40 |
Talk 4 |
(32) |
11:40-12:00 |
Talk 5 |
|
12:00-13:00 |
Break ( 60 min. ) |
Fri, Feb 19 PM 13:00 - 15:35 |
(33) |
13:00-13:05 |
Introduction to the session |
(34) ME |
13:05-13:35 |
[Special Invited Talk]
Evolving NITORI's business model with data science. |
Shirai Toshiyuki (NITORI Holdings) |
(35) ME |
13:35-13:45 |
[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.) |
(36) ME |
13:45-13:55 |
[Special Talk]
The data science educator and mathematics
-- from graduate student in mathematics viewpoint -- |
Naomichi Nakajima (Hokkaido Univ.) |
(37) ME |
13:55-14:05 |
[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.) |
(38) ME |
14:05-14:15 |
[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.) |
(39) ME |
14:15-14:25 |
[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.) |
(40) |
14:25-14:30 |
Q&A |
|
14:30-14:35 |
Break ( 5 min. ) |
(41) ME |
14:35-14:50 |
[Special Talk]
Store Channel Customer Segmentation using transaction data |
Yuji Sakagawa (Hokkaido Univ.) |
(42) ME |
14:50-15:05 |
[Special Talk]
A Framework of Exploring Store-Clusters with Multiple Similarities |
Yoshiaki Okubo (Hokkaido Univ.) |
(43) ME |
15:05-15:20 |
[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.) |
(44) ME |
15:20-15:35 |
[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.) |
|
15:35-15:50 |
Break ( 15 min. ) |
Fri, Feb 19 PM 15:50 - 17:25 |
(45) |
15:50-16:00 |
Introduction to the session |
(46) |
16:00-16:10 |
Talk 6 |
(47) |
16:10-16:25 |
Talk 7 |
(48) |
16:25-16:40 |
Talk 8 |
(49) ME |
16:40-16:50 |
[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) |
(50) ME |
16:50-17:00 |
[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) |
(51) |
17:00-17:20 |
Talk 9 |
(52) |
17:20-17:25 |
Closing |