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Št. zadetkov: 2
ǂA ǂrandom forest-based accuracy prediction model for augmented biofeedback in a precision shooting training system
Junqi Guo, Lan Yang, Anton Umek, Rongfang Bie, Sašo Tomažič, Anton Kos
Izvirni znanstveni članek
Oznake: natančno streljanje;model napovedovanja točnosti;poudarjena povratna informacija;random forest;precision shooting;accuracy prediction model;augmented feedback;
In the military, police, security companies, and shooting sports, precision shooting training is of the outmost importance. In order to achieve high shooting accuracy, a lot of training is needed. As a result, trainees use a large number of cartridges and a considerable amount of time of professiona ...
Leto: 2020 Vir: Fakulteta za elektrotehniko (UL FE)
Few-shot identification of individuals in sports
Val Vec, Anton Kos, Rongfang Bie, Libin Jiao, Haodi Wang, Zheng Zhang, Sašo Tomažič, Anton Umek
Izvirni znanstveni članek
Oznake: biomehanska povratna informacija;učenje z malo primeri;klasifikacija z odprtim naborom razredov;prepoznava oseb;senzorji;šport;nenadzorovano učenje;biomechanical feedback;few-shot learning;open-set classification;person recognition;sensors;sports;unsupervised learning;
This paper contains an analysis of methods for person classification based on signals from wearable IMU sensors during sports. While this problem has been investigated in prior work, existing approaches have not addressed it within the context of few-shot or minimaldata scenarios. A few-shot scenari ...
Leto: 2025 Vir: Fakulteta za elektrotehniko (UL FE)
Št. zadetkov: 2
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