Action Spotting using Dense Detection Anchors Revisited: Submission to the SoccerNet Challenge 2022

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Focal loss for dense object detection

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SoccerNet: A scalable dataset for action spotting in soccer videos

Silvio Giancola, Mohieddine Amine, Tarek Dghaily, and Bernard Ghanem · 2018

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mixup: Beyond empirical risk minimization

Hongyi Zhang, Moustapha Cisse, Yann N. Dauphin, and David Lopez-Paz · 2018

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A context-aware loss function for action spotting in soccer videos

Anthony Cioppa, Adrien Deliege, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck, Rikke Gade, and Thomas Moeslund · 2020

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Real-time detection of events in soccer videos using 3D convolutional neural networks

Olav A Norgård Rongved, Steven A Hicks, Vajira Thambawita, Håkon K Stensland, Evi Zouganeli, Dag Johansen, Michael A Riegler, and Pål Halvorsen · 2020

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Improved soccer action spotting using both audio and video streams

Bastien Vanderplaetse and Stephane Dupont · 2020

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Camera calibration and player localization in SoccerNet-v2 and investigation of their representations for action spotting

Anthony Cioppa, Adrien Deliege, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, and Marc Van Droogenbroeck · 2021

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SoccerNet-v2: A dataset and benchmarks for holistic understanding of broadcast soccer videos

Adrien Deliege, Anthony Cioppa, Silvio Giancola, Meisam Seikavandi, Jacob Dueholm, Kamal Nasrollahi, Bernard Ghanem, Thomas Moeslund, and Marc Van Droogenbroeck · 2021

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Sharpness-aware minimization for efficiently improving generalization

Pierre Foret, Ariel Kleiner, Hossein Mobahi, and Behnam Neyshabur · 2021

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Temporally-aware feature pooling for action spotting in soccer broadcasts

Silvio Giancola and Bernard Ghanem · 2021

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Feature combination meets attention: Baidu soccer embeddings and Transformer based temporal detection

Original

Xin Zhou, Le Kang, Zhiyu Cheng, Bo He, and Jingyu Xin · 2021

Later among the works it cites.

https://www.soccer-net.org/tasks/action-spotting , 2021

SoccerNet action spotting challenge description and results · 2022

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Faster-TAD: Towards temporal action detection with proposal generation and classification in a unified network

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Shimin Chen, Chen Chen, Wei Li, Xunqiang Tao, and Yandong Guo · 2022

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SoccerNet 2022 challenges results

Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, et al · 2022

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Spotting temporally precise, fine-grained events in video

James Hong, Haotian Zhang, Michaël Gharbi, Matthew Fisher, and Kayvon Fatahalian · 2022

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