Keisuke Fujii
Orcid: 0000-0001-5487-4297Affiliations:
- Nagoya University, Japan
According to our database1,
Keisuke Fujii
authored at least 73 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
New Gener. Comput., December, 2024
Multim. Tools Appl., November, 2024
Basketball-SORT: an association method for complex multi-object occlusion problems in basketball multi-object tracking.
Multim. Tools Appl., November, 2024
Evaluating soccer match prediction models: a deep learning approach and feature optimization for gradient-boosted trees.
Mach. Learn., October, 2024
Sensors, July, 2024
Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling.
Neural Networks, 2024
Estimation of control area in badminton doubles with pose information from top and back view drone videos.
Multim. Tools Appl., 2024
Unveiling Multi-Agent Strategies: A Data-Driven Approach for Extracting and Evaluating Team Tactics from Football Event and Freeze-Frame Data.
J. Robotics Mechatronics, 2024
Automatic Detection of Faults in Simulated Race Walking from a Fixed Smartphone Camera.
Int. J. Comput. Sci. Sport, 2024
MulCPred: Learning Multi-modal Concepts for Explainable Pedestrian Action Prediction.
CoRR, 2024
Fish Tracking Challenge 2024: A Multi-Object Tracking Competition with Sweetfish Schooling Data.
CoRR, 2024
Offensive Lineup Analysis in Basketball with Clustering Players Based on Shooting Style and Offensive Role.
CoRR, 2024
DRUformer: Enhancing Driving Scene Important Object Detection With Driving Scene Relationship Understanding.
IEEE Access, 2024
3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation Approach.
Proceedings of the 7th ACM International Workshop on Multimedia Content Analysis in Sports, 2024
Proceedings of the 12th International Conference on Sport Sciences Research and Technology Support, 2024
Adaptive Action Supervision in Reinforcement Learning from Real-World Multi-Agent Demonstrations.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Proceedings of the HCI International 2024 Posters, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Pseudo-label based unsupervised fine-tuning of a monocular 3D pose estimation model for sports motions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE Robotics Autom. Lett., September, 2023
Estimating the effect of hitting strategies in baseball using counterfactual virtual simulation with deep learning.
Int. J. Comput. Sci. Sport, March, 2023
Multi-agent statistical discriminative sub-trajectory mining and an application to NBA basketball.
CoRR, 2023
DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding.
CoRR, 2023
CoRR, 2023
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory.
CoRR, 2023
Transformer-Based Neural Marked Spatio Temporal Point Process Model for Football Match Events Analysis.
CoRR, 2023
IEEE Access, 2023
Action Valuation of On- and Off-Ball Soccer Players Based on Multi-Agent Deep Reinforcement Learning.
IEEE Access, 2023
Proceedings of the IEEE International Conference on Mobility, 2023
Automatic Edge Error Judgment in Figure Skating Using 3D Pose Estimation from a Monocular Camera and IMUs.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
Automatic Edge Error Judgment in Figure Skating Using 3D Pose Estimation from Inertial Sensors.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023
Score prediction using multiple object tracking for analyzing movements in 2-vs-2 Handball.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023
2022
SIAM J. Appl. Dyn. Syst., 2022
Int. J. Comput. Sci. Sport, 2022
Location analysis of players in UEFA EURO 2020 and 2022 using generalized valuation of defense by estimating probabilities.
CoRR, 2022
Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes.
CoRR, 2022
Estimating counterfactual treatment outcomes over time in complex multi-agent scenarios.
CoRR, 2022
Estimating the Effect of Team Hitting Strategies Using Counterfactual Virtual Simulation in Baseball.
CoRR, 2022
Deep Reinforcement Learning in a Racket Sport for Player Evaluation With Technical and Tactical Contexts.
IEEE Access, 2022
Evaluation of Creating Scoring Opportunities for Teammates in Soccer via Trajectory Prediction.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Automatic fault detection in race walking from a smartphone camera via fine-tuning pose estimation.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022
SoccerTrack: A Dataset and Tracking Algorithm for Soccer with Fish-eye and Drone Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Study on Heterogeneous Roles in Coordinated Behavior of a Triad Using Force-based Models.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022
Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
J. Robotics Mechatronics, 2021
ViCE: Self-Supervised Visual Concept Embeddings as Contextual and Pixel Appearance Invariant Semantic Representations.
CoRR, 2021
Evaluation of soccer team defense based on prediction models of ball recovery and being attacked.
CoRR, 2021
Discriminant Dynamic Mode Decomposition for Labeled Spatio-Temporal Data Collections.
CoRR, 2021
Flexible prediction of opponent motion with internal representation in interception behavior.
Biol. Cybern., 2021
Learning interaction rules from multi-animal trajectories via augmented behavioral models.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Understanding Others' Roles Based on Perspective Taking in Coordinated Group Behavior.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
2020
Dynamic mode decomposition via dictionary learning for foreground modeling in videos.
Comput. Vis. Image Underst., 2020
Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: an application to rugby union.
CoRR, 2020
Policy learning with partial observation and mechanical constraints for multi-person modeling.
CoRR, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Trajectory prediction with imitation learning reflecting defensive evaluation in team sports.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020
2019
Pattern Recognit. Lett., 2019
Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables.
Neural Networks, 2019
Physically-interpretable classification of network dynamics for complex collective motions.
CoRR, 2019
2018
PLoS Comput. Biol., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Quantitative Analysis and Visualization of Children's Group Behavior from the Perspective of Development of Spontaneity and Sociality.
Proceedings of the Collaboration and Technology - 24th International Conference, 2018
2017
Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport Plays.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017