3 papers
cs.CV2025
SoccerSynth Field: enhancing field detection with synthetic data from virtual soccer simulator
HaoBin Qin, Jiale Fang, Keisuke Fujii
Field detection in team sports is an essential task in sports video analysis. However, collecting large-scale and diverse real-world datasets for training detection models is often…
cs.LG2024
Mathematical models for off-ball scoring prediction in basketball
Rikako Kono, Keisuke Fujii
In professional basketball, the accurate prediction of scoring opportunities based on strategic decision-making is crucial for spatial and player evaluations. However, traditional…
quant-ph2024
Linearly simplified QAOA parameters and transferability
Ryo Sakai, Hiromichi Matsuyama, Wai-Hong Tam +2
Quantum Approximate Optimization Algorithm (QAOA) provides a way to solve combinatorial optimization problems using quantum computers. QAOA circuits consist of time evolution opera…