Rikuhei Umemoto

According to our database, Rikuhei Umemoto authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Prediction-based evaluation of back-four defense with spatial control in soccer.

Soujanya Dash, Kenjiro Ide, Rikuhei Umemoto, Kai Amino, Keisuke Fujii

CoRR, November, 2025

Velocity Completion Task and Method for Event-based Player Positional Data in Soccer.

Rikuhei Umemoto, Keisuke Fujii

CoRR, May, 2025

Space evaluation at the starting point of soccer transitions.

Yohei Ogawa, Rikuhei Umemoto, Keisuke Fujii

CoRR, May, 2025

SoccerSynth-Detection: A Synthetic Dataset for Soccer Player Detection.

Haobin Qin, Calvin Yeung, Rikuhei Umemoto, Keisuke Fujii

CoRR, January, 2025

Pitch-Wide Space Evaluation for Soccer Transitions.

Yohei Ogawa, Rikuhei Umemoto, Keisuke Fujii

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2025

A Generalized Valuation Method for Team Defense by Estimating Probabilities in Football Games.

Rikuhei Umemoto, Kazushi Tsutsui, Keisuke Fujii

Proceedings of the 13th International Conference on Sport Sciences Research and Technology Support, 2025

2024

Evaluating soccer match prediction models: a deep learning approach and feature optimization for gradient-boosted trees.

Calvin Yeung, Rory P. Bunker, Rikuhei Umemoto, Keisuke Fujii

Mach. Learn., October, 2024

Space evaluation based on pitch control using drone video in Ultimate.

Shunsuke Iwashita, Atom Scott, Rikuhei Umemoto, Ning Ding, Keisuke Fujii

CoRR, 2024

TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos.

Atom Scott, Ikuma Uchida, Ning Ding, Rikuhei Umemoto, Rory P. Bunker, Ren Kobayashi, Takeshi Koyama, Masaki Onishi, Yoshinari Kameda, Keisuke Fujii

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Score prediction using multiple object tracking for analyzing movements in 2-vs-2 Handball.

Ren Kobayashi, Rikuhei Umemoto, Kazuya Takeda, Keisuke Fujii

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

2022

Location analysis of players in UEFA EURO 2020 and 2022 using generalized valuation of defense by estimating probabilities.

Rikuhei Umemoto, Kazushi Tsutsui, Keisuke Fujii

CoRR, 2022