Titlebook: Machine Learning and Data Mining for Sports Analytics; 8th International Wo Ulf Brefeld,Jesse Davis,Albrecht Zimmermann Conference proceedi

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Low Cost Player Tracking in?Field Hockey on field hockey games. Analyzing the tracking data of the players only from the transmitted video opens a multitude of applications that allows the cost of technology to be reduced. This method does not depend on the cooperation of the players (by using sensors) or their teams (by sharing data with

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PIVOT: A Parsimonious End-to-End Learning Framework for?Valuing Player Actions in?Handball Using Traer) have been proposed. In this paper, we develop and evaluate PIVOT: the first such framework for team handball. Accounting for the fast-paced, dynamic nature and relative data scarcity of handball, we propose a parsimonious end-to-end deep learning architecture that relies solely on tracking data.

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Detecting Swimmers in?Unconstrained Videos with?Few Training Dataotivation is to make the method accessible without spending much time or money in annotation or computation while maintaining performances. The swimming videos can be recorded from various locations with different settings (distance and angle to the pool, light conditions, reflections, camera resolu

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Sensor-Based Performance Monitoring in?Track Cyclingh the data is interpreted in a mainly subjective manner, based on the domain knowledge of a coach. The goal of this paper is twofold. Starting with the automated detection of madison handslings from cadence, acceleration and gyroscope data, all other data corresponding to a single handsling can easi

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Using Barycenters as?Aggregate Representations of?Repetition-Based Time-Series Exercise Datae-series averaging is not straightforward as small misalignments can cause key features to be lost. Our evaluation focuses on the Forward Lunge exercise, an exercise that is used for strengthening, screening and rehabilitation. The forward lunge is a repetition-based movement so assessment entails c

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mit Aufforderungscharakter heraus:.Situation 1 .In Weitweg, dem gr??ten Land des Sterns Irgendwo, ist 1 w die kleinste nicht mehr unterteilte L?ngeneinheit. 1 w entspricht so ungef?hr 85 cm, ganz genau wissen wir das auch nicht mehr – wie oft kommt man schon nach Weitweg? Da 1 w für viele Messungen