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

Journals (Peer-reviewed)

1. Fumiya Okubo, Tetsuya Shiino, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials
   IEEE Transactions on Learning Technologies, Vol.16, No.1, pp.92 - 105, 2023.02
   BibTeX
2. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performance by Time-Series Knowledge Distillation
   Journal of Educational Computing Research, 2022.10
   BibTeX
3. Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Visualizing Source-Code Evolution for Understanding Class-Wide Programming Processes
   Sustainability, Vol.14, No.13, 2022.07
   BibTeX
4. Yuta Taniguchi, Takuro Owatari, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Live Sharing of Learning Activities on E-Books for Enhanced Learning in Online Classes
   Sustainability, Vol.14, No.12, 2022.06
   BibTeX
5. 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
6. 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
7. 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
8. 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. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
   LSTM with Attention Mechanism for Students’ Performance Prediction Based on Reading Behavior
   The 5th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK23 Data Challenge), 2023.03
   BibTeX
2. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
   Scaled-Dot Product Attention for Early Detection of At-Risk Students
   IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2022), pp.316-322, 2022.12
   BibTeX
3. Taiki Hamada, Tsubasa Minematsu, Atsushi Shimada, Fumiya Okubo, Yuta Taniguchi
   Background Subtraction Network Module Ensemble for Background Scene Adaptation
   International Conference on Advanced Video and Signal Based Surveillance (AVSS2022), 2022.12
   BibTeX
4. Jinghao Wang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   Topic-Based Representation of Learning Activities for New Learning Pattern Analytics
   International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.268-278, 2022.11
   BibTeX
5. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   Assessment of At-Risk Students’ Predictions From E-Book Activities Representations In Practical Applications
   International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.279-288, 2022.11
   BibTeX
6. Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Detection of At-Risk Students in Programming Courses
   International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.308-313, 2022.11
   BibTeX
7. Kanu Shiga, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Rin-ichiro Taniguchi
   Development and Evaluation of a Field Environment Digest System for Agricultural Education
   IFIP World Conference on Computers in Education (WCCE2022), 2022.08
   BibTeX
8. Seiyu Okai, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Hideaki Uchiyama, Atsushi Shimada
   A system to realize time- and location-independent teaching and learning among leaners through sharing learning-articles
   IFIP World Conference on Computers in Education (WCCE2022), 2022.08
   BibTeX
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. Yuta Taniguchi, Tsubasa Minematsu, Atsushi Shimada
    Composing Learning Environments with e-Textbook System
    Third International Workshop on Inteligent Textbooks 2021, 2021.06
    BibTeX
17. 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
18. 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
19. Yuya Ishimoto, Hideaki Uchiyama, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    Combining keypoint touch and device pose alignment for interaction to create 3D bounding boxes of arbitrary objects on mobile devices
    The 14th Asia Pacific Workshop on Mixed and Augmented Reality (APMAR2021), 2021.04
    BibTeX
20. 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
21. 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
22. 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
23. 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
24. 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
25. 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
26. 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
27. 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
28. 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
29. 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
30. 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
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. 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
49. 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
50. 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
51. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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
61. 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