Rikuhei Umemoto

According to our database, Rikuhei Umemoto authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

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

Calvin C. K. 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