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- W4381551351 abstract "This article introduces a novel approach to shuttlecock hitting event detection. Instead of depending on generic methods, we capture the hitting action of players by reasoning over a sequence of images. To learn the features of hitting events in a video clip, we specifically utilize a deep learning model known as SwingNet. This model is designed to capture the relevant characteristics and patterns associated with the act of hitting in badminton. By training SwingNet on the provided video clips, we aim to enable the model to accurately recognize and identify the instances of hitting events based on their distinctive features. Furthermore, we apply the specific video processing technique to extract the prior features from the video, which significantly reduces the learning difficulty for the model. The proposed method not only provides an intuitive and user-friendly approach but also presents a fresh perspective on the task of detecting badminton hitting events. The source code will be available at https://github.com/TW-yuhsi/A-New-Perspective-for-Shuttlecock-Hitting-Event-Detection." @default.
- W4381551351 created "2023-06-22" @default.
- W4381551351 creator A5002467326 @default.
- W4381551351 date "2023-06-17" @default.
- W4381551351 modified "2023-09-28" @default.
- W4381551351 title "A New Perspective for Shuttlecock Hitting Event Detection" @default.
- W4381551351 doi "https://doi.org/10.48550/arxiv.2306.10293" @default.
- W4381551351 hasPublicationYear "2023" @default.
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