Rikuhei Umemoto

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A Generalized Valuation Method for Team Defense by Estimating Probabilities in Football Games.
icSPORTS
Rikuhei Umemoto, Kazushi Tsutsui, Keisuke Fujii
2025 J jnl
Prediction-based evaluation of back-four defense with spatial control in soccer.
CoRR
Soujanya Dash, Kenjiro Ide, Rikuhei Umemoto, Kai Amino, Keisuke Fujii
2025 J jnl
SoccerSynth-Detection: A Synthetic Dataset for Soccer Player Detection.
CoRR
Haobin Qin, Calvin Yeung, Rikuhei Umemoto, Keisuke Fujii
2025 J jnl
Space evaluation at the starting point of soccer transitions.
CoRR
Yohei Ogawa, Rikuhei Umemoto, Keisuke Fujii
2025 J jnl
Velocity Completion Task and Method for Event-based Player Positional Data in Soccer.
CoRR
Rikuhei Umemoto, Keisuke Fujii
2024 J jnl
Evaluating soccer match prediction models: a deep learning approach and feature optimization for gradient-boosted trees.
Mach. Learn.
Calvin Yeung, Rory P. Bunker, Rikuhei Umemoto, Keisuke Fujii
2024 J jnl
Space evaluation based on pitch control using drone video in Ultimate.
CoRR
Shunsuke Iwashita, Atom Scott, Rikuhei Umemoto, Ning Ding, Keisuke Fujii
2024 — conf
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos.
CVPR Workshops
Atom Scott, Ikuma Uchida, Ning Ding, Rikuhei Umemoto, Rory P. Bunker, Ren Kobayashi, Takeshi Koyama, Masaki Onishi, Yoshinari Kameda, Keisuke Fujii
2024 J jnl
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos.
CoRR
Atom Scott, Ikuma Uchida, Ning Ding, Rikuhei Umemoto, Rory P. Bunker, Ren Kobayashi, Takeshi Koyama, Masaki Onishi, Yoshinari Kameda, Keisuke Fujii
2023 J jnl
Evaluating Soccer Match Prediction Models: A Deep Learning Approach and Feature Optimization for Gradient-Boosted Trees.
CoRR
Calvin Yeung, Rory P. Bunker, Rikuhei Umemoto, Keisuke Fujii
2023 — conf
Score prediction using multiple object tracking for analyzing movements in 2-vs-2 Handball.
GCCE
Ren Kobayashi, Rikuhei Umemoto, Kazuya Takeda, Keisuke Fujii
2022 J jnl
Location analysis of players in UEFA EURO 2020 and 2022 using generalized valuation of defense by estimating probabilities.
CoRR
Rikuhei Umemoto, Kazushi Tsutsui, Keisuke Fujii