Laboratory for Image and Media Understanding,Department of Advanced Information Technology, Kyushu University

Journals (Peer-reviewed)

1. Ahmed Gomaa, Moataz M.Abdelwahab, Mohammed Abo-Zahhad, Tsubasa Minematsu, Rin-Ichiro Taniguchi
   Robust Vehicle Detection and Counting Employing a Convolution Neural Network and Optical Flow
   Sensors, Vol.19, No.4588, pp.1-13, 2019.10
   BibTeX
2. Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi
   Analytics of Deep Neural Network-based Background Subtraction
   Journal of Imaging, Vol.4, 2018.06
   BibTeX
3. Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Vincent Charvillat, Rin-ichiro Taniguchi
   Reconstruction-Based Change Detection with Image Completion for a Free-Moving Camera
   Sensors, Vol.18, No.4, p.1232, 2018.04
   BibTeX, doi
4. Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
   Adaptive background model registration for moving cameras
   Pattern Recognition Letters, 2017.03
   BibTeX, doi

International Conferences (Peer-reviewed)

1. Boyi Li, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   How Does Analysis of Handwritten Notes Provide Better Insights for Learning Behavior?
   The 12th International Learning Analytics and Knowledge Conference, 2022.03
   BibTeX
2. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   Encoding students reading characteristics to improve low academic performance predictive models
   The 12th International Conference on Learning Analytics & Knowledge (LAK22), 2022.03
   BibTeX
3. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   Exploring the use of probabilistic latent representations to encode the students' reading characteristics
   The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022.03
   BibTeX
4. Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Coding Trajectory Map: Student Programming Situations Made Visually Locatable
   The 12th Internal Learning Analytics and Knowledge Conference, 2022.03
   BibTeX
5. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   Predicting student performance based on Lecture Materials data using Neural Network Models
   The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK22 Data Challenge), 2022.03
   BibTeX
6. Tsubasa Minematsu, Atsushi Shimada
   Can Learning Logs Be Useful Evidence in Cheating Analysis in Essay-type Questions?
   The 12th Internal Learning Analytics and Knowledge Conference, 2022.03
   BibTeX
7. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   New Perspective on Input Feature Analysis for Early Feedback by Student Performance Prediction Considering the Future Effect
   The 12th Internal Learning Analytics and Knowledge Conference, 2022.03
   BibTeX
8. Yuta Taniguchi, Tsubasa Minematsu, Atsushi Shimada
   Composing Learning Environments with e-Textbook System
   Third International Workshop on Inteligent Textbooks 2021, 2021.06
   BibTeX
9. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
   Early Detection of At-risk Students based on Knowledge Distillation RNN Models
   Educational Data Mining 2021, 2021.06
   BibTeX
10. Deng Jiaming, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Identify solar panel defects by using differences between solar panels
    International Conference on Quality Control by Artificial Vision, 2021.04
    BibTeX
11. Yuya Ishimoto, Hideaki Uchiyama, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Combining keypoint touch and device pose alignmentfor interaction to create 3D bounding boxesof arbitrary objects on mobile devices
    The 14th Asia Pacific Workshop on Mixed and Augmented Reality (APMAR2021), 2021.04
    BibTeX
12. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Student Response Estimation using E-book Reading Logs with Textbook Information
    The 11th International Conference on Learning Analytics & Knowledge (LAK21), 2021.04
    BibTeX
13. Tsubasa Minematsu, Manon Saguey, Atsushi Shimada, Rin-ichiro Taniguchi
    Inactive Behavior Analytics In On-site Lectures
    International Conference on Engineering, Technology and Education (TALE2020), 2020.12
    BibTeX
14. Takuro Owatari, Atsushi Shimada, Tsubasa Minematsu, Maiya Hori, Rin-ichiro Taniguchi
    Real-Time Learning Analytics Dashboard for Students in Online Classes
    2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), pp.523-529, 2020.12
    BibTeX
15. Tetsuya Shiino, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi
    Learning Support through Personalized Review Material Recommendations
    7th Workshop on Learning Analytics (LA) Technologies & Practices for Evidence-based Education, 2020.11
    BibTeX
16. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
    OpenLA: Library for Efficient E book Log Analysis and Accelerating Learning Analytics
    The 28th International Conference on Computers in Education, 2020.11
    BibTeX
17. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    RETHINKING BACKGROUND AND FOREGROUND IN DEEP NEURAL NETWORK-BASED BACKGROUND SUBTRACTION
    the 27th IEEE International Conference on Image Processing, 2020.10
    BibTeX
18. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data
    8th International Conference on Distributed, Ambient and Pervasive Interactions, pp.581-592, 2020.07
    BibTeX
19. Akira Onoue, Masanori Yamada, Atsushi Shimada, Tsubasa Minematsu, , Rin-ichiro Taniguchi
    Social Knowledge Mapping Tool for Interactive Visualization of Learner's Knowledge
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
20. Tetsuya Shiino, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    What Activity Contributes to Academic Performance?
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
21. Takuro Owatari, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Evaluating the Accuracy of Real-time Learning Analytics in Student Activities
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
22. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
    OpenLA: An Open-Sourse Library for e-Book Log Analytics
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
23. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Analytics of Multimodal Learning Logs for Page Difficulty Estimation
    The 10th International Conference on Learning Analytics & Knowledge (LAK20) , 2020.03
    BibTeX
24. Keita Nakayama, Atsushi Shimada, Tsubasa Minematsu, Masanori Yamada, Rin-ichiro Taniguchi
    Recommendation of Personalized Learning Materials based on Learning History and Campus Life Sensing
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
25. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
    Score Prediction Based on Page Feature Clustering
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
26. Takashi Ishikawa, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Automatic Retrieval of Learning Contents Related to Quizzes for Supporting Students’ Enhanced Reviews
    The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
    BibTeX
27. Sugino Nicolas Alejandro, Tsubasa Minematsu, Atsushi Shimada, Takashi Shibata, Rin-ichiro Taniguchi, Eiji Kaneko, Hiroyoshi Miyano
    Semi-automatic learning framework combining object detection andbackground subtraction
    15th International Conference on Computer Vision Theory and Applications (VISAPP 2020), 2020.02
    BibTeX
28. Nicolas Sugino, Tsubasa Minematsu, Atsushi Shimada, Takashi Shibata, Rin-ichiro Taniguchi
    Combination of background subtraction and object detection method for semi-automatic incremental learning
    The 15th Joint Workshop on Machine Perception and Robotics 2019 (MPR 2019), 2019.11
    BibTeX
29. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Simple background subtraction constraint in weakly supervised learning for background subtraction networks
    The 15th Joint Workshop on Machine Perception and Robotics 2019 (MPR 2019), 2019.11
    BibTeX
30. Tsubasa Minematsu
    Region-wise Page Difficulty Analysis Using Eye Movements
    16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11
    BibTeX
31. Keita Nakayama, Atsushi Shimada, Tsubasa Minematsu, Yuta Taniguchi, Rin-ichiro Taniguchi
    K-TIPS:Knowledge extension based on Tailor-made Information Provision System
    16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11
    BibTeX
32. Akira Onoue, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi
    Clustering of Learners Based on Knowledge Maps
    16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11
    BibTeX
33. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Simple background subtraction constraint for weakly supervised background subtraction network
    The 16-th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019.09
    BibTeX
34. Atsushi Shimada, Tsubasa Minematsu, Masanori Yamada
    Advanced Tools for Digital Learning Management Systems in University Education
    21st International Conference on Human-Computer Interaction (HCI INTERNATIONAL 2019), 2019.07
    BibTeX
35. Roland Sireyjol, Patrick Granberg, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi
    Identifying solar panel defects with a CNN
    14th International Conference on Quality Control by Artificial Vision, 2019.05
    BibTeX
36. Atsushi Shimada, Takuro Owatari, Tsubasa Minematsu, Rin-Ichiro Taniguchi
    Learning Activity Analytics across Courses
    The 9th International Conference on Learning Analytics & Knowledge (LAK19) , 2019.03
    BibTeX
37. Keita Nakayama, Masanori Yamada, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi
    Learning Support System for Providing Page-wise Recommendation in e-Textbooks
    Society for Information Technology & Teacher Education International Conference 2019, 2019.03
    BibTeX
38. Tetsuya Shiino, Atsushi Shimada, Tsubasa Minematsu, Kohei Hatano, Yuta Taniguchi, Shin’ichi Konomi, Rin-ichiro Taniguchi
    Page-wise Difficulty Level Estimation using e-Book Operation Logs
    The 9th International Conference on Learning Analytics & Knowledge (LAK19) , 2019.03
    BibTeX
39. Takuro Owatari, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi
    How Students Flip Pages during Lectures? -Comparison between Power Users and Normal Users-
    LAK19 Data Challenge, 2019.03
    BibTeX
40. Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi
    Analytics of the relationship between quiz scores and reading behaviors in face-to-face courses
    LAK19 Data Challenge, 2019.03
    BibTeX
41. Tsubasa Minematsu, Kaori Tamura, Atsushi Shimada, Shin'ichi Konomi, Rin-ichiro Taniguchi
    Analytics of Reading Patterns Based on Eye Movements in an e-Learning System
    Society for Information Technology & Teacher Education International Conference, pp.744-749, 2019.03
    BibTeX
42. Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-Ichiro Taniguchi
    CNN based approach for Transparent Object Classification
    International Workshop on Information Search, Integration, and Personalization, 2018.05
    BibTeX
43. Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-ichiro Taniguchi
    How does CNN grasp transparent object features?
    The International Workshop on Frontiers of Computer Vision (IW-FCV2018), 2018.02
    BibTeX
44. Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi
    Foreground segmentation based on a simple combination of depth and appearance.
    The 13th Joint Workshop on Machine Perception and Robotics(MPR2017), 2017.10
    BibTeX
45. Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-Ichiro Taniguchi
    Simple Combination of Appearance and Depth for Foreground Segmentation
    Background learning for detection and tracking from RGBD videos, 2017.09
    BibTeX
46. Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi
    Analytics of Deep Neural Network in Change Detection
    14th IEEE International Conference on Advanced Video and Signal based Surveillance, 2017.08
    BibTeX
47. Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Background Initialization based on Bidirectional Analysis and Consensus Voting
    2016 IEEE Scene Background Modeling Contest (SBMC 2016), 2016.12
    BibTeX
48. Tsubasa Minematsu, Atsushi Shimada, Hajime Nagahara, Hajime Imura, Kenro Aihara, Rin-ichiro Taniguchi
    Detection of Road Boundary in Images Captured under Heavy Snow Environments
    The 22nd Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.228-232, 2016.02
    BibTeX
49. Mohamed Ahmed Abdelwahab, Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Moataz Mahmoud Abdelwahab, Rin-ichiro Taniguchi
    Object Video Segmentation Using Superpixel Motion
    The 22nd Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.427-431, 2016.02
    BibTeX
50. Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    Background subtraction for a moving camera using re-projection error
    The 11th Joint Workshop on Machine Perception and Robotics(MPR2015), 2015.11
    BibTeX
51. Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    Adaptive Search of Background Models for Object Detection in Images Taken by Moving Cameras
    The International Conference on Image Processing (ICIP), 2015.09
    BibTeX
52. Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    Evaluation of Foreground Detection Methodology for a Moving Camera
    The 21th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015.01
    BibTeX
53. Tsubasa Minematsu, Masaki Igarashi, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    Exponentially Weighted Background Modeling
    the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.6-10, 2014.02
    BibTeX

Domestic Conferences (Non-Peer-reviewed)

1. Ahmed Gomaa, Moataz M.Abdelwahab, Mohammed Abo-Zahhad, Tsubasa Minematsu, Rin-Ichiro Taniguchi
   Traffic Information Analysis using UAV Videos
   第22回 画像の認識・理解シンポジウム (MIRU2019), 2019.07
   BibTeX
2. Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-ichiro Taniguchi
   Transparent Object Classification using 4D CNN
   コンピュータビジョンとイメージメディア研究会(CVIM) , 2018.05
   BibTeX