{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T10:07:26Z","timestamp":1784282846012,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,29]],"date-time":"2023-10-29T00:00:00Z","timestamp":1698537600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"ICREA","award":["ICREA Academia programme"],"award-info":[{"award-number":["ICREA Academia programme"]}]},{"name":"Spanish Government Research Project","award":["PID2022-136436NB-I00"],"award-info":[{"award-number":["PID2022-136436NB-I00"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,29]]},"DOI":"10.1145\/3606038.3616153","type":"proceedings-article","created":{"date-parts":[[2023,10,26]],"date-time":"2023-10-26T04:11:22Z","timestamp":1698293482000},"page":"93-102","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["ASTRA: An Action Spotting TRAnsformer for Soccer Videos"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0800-0270","authenticated-orcid":false,"given":"Artur","family":"Xarles","sequence":"first","affiliation":[{"name":"Universitat de Barcelona & Computer Vision Center, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0617-8873","authenticated-orcid":false,"given":"Sergio","family":"Escalera","sequence":"additional","affiliation":[{"name":"Universitat de Barcelona & Computer Vision Center & Aalborg University, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7584-5209","authenticated-orcid":false,"given":"Thomas B.","family":"Moeslund","sequence":"additional","affiliation":[{"name":"Aalborg University, Aalborg, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4089-9060","authenticated-orcid":false,"given":"Albert","family":"Clap\u00e9s","sequence":"additional","affiliation":[{"name":"Universitat de Barcelona & Computer Vision Center, Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,10,29]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Youtube-8m: A large-scale video classification benchmark. arXiv preprint arXiv:1609.08675","author":"Abu-El-Haija Sami","year":"2016","unstructured":"Sami Abu-El-Haija , Nisarg Kothari , Joonseok Lee , Paul Natsev , George Toderici , Balakrishnan Varadarajan , and Sudheendra Vijayanarasimhan . 2016. Youtube-8m: A large-scale video classification benchmark. arXiv preprint arXiv:1609.08675 ( 2016 ). Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, and Sudheendra Vijayanarasimhan. 2016. Youtube-8m: A large-scale video classification benchmark. arXiv preprint arXiv:1609.08675 (2016)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.593"},{"key":"e_1_3_2_1_3_1","unstructured":"Shyamal Buch Victor Escorcia Bernard Ghanem Li Fei-Fei and Juan Carlos Niebles. 2019. End-to-end single-stream temporal action detection in untrimmed videos. (2019).  Shyamal Buch Victor Escorcia Bernard Ghanem Li Fei-Fei and Juan Carlos Niebles. 2019. End-to-end single-stream temporal action detection in untrimmed videos. (2019)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.675"},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings, Part I 16","author":"Carion Nicolas","year":"2020","unstructured":"Nicolas Carion , Francisco Massa , Gabriel Synnaeve , Nicolas Usunier , Alexander Kirillov , and Sergey Zagoruyko . 2020 . End-to-end object detection with transformers. In Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020 , Proceedings, Part I 16 . Springer, 213--229. Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko. 2020. End-to-end object detection with transformers. In Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part I 16. Springer, 213--229."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.502"},{"key":"e_1_3_2_1_7_1","unstructured":"Yunze Chen Mengjuan Chen Rui Wu Jiagang Zhu Zheng Zhu Qingyi Gu and Horizon Robotics. 2020. Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization.. In BMVC.  Yunze Chen Mengjuan Chen Rui Wu Jiagang Zhu Zheng Zhu Qingyi Gu and Horizon Robotics. 2020. Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization.. In BMVC."},{"key":"e_1_3_2_1_8_1","volume-title":"Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio.","author":"Cho Kyunghyun","year":"2014","unstructured":"Kyunghyun Cho , Bart Van Merri\u00ebnboer , Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 . Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014). Kyunghyun Cho, Bart Van Merri\u00ebnboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01314"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00508"},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings, Part III 14","author":"Escorcia Victor","year":"2016","unstructured":"Victor Escorcia , Fabian Caba Heilbron , Juan Carlos Niebles , and Bernard Ghanem . 2016 . Daps: Deep action proposals for action understanding. In Computer Vision--ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11--14, 2016 , Proceedings, Part III 14 . Springer, 768--784. Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, and Bernard Ghanem. 2016. Daps: Deep action proposals for action understanding. In Computer Vision--ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11--14, 2016, Proceedings, Part III 14. Springer, 768--784."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952261"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3552437.3558545"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.622"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.211"},{"key":"e_1_3_2_1_16_1","volume-title":"Jort F Gemmeke, Aren Jansen, R Channing Moore, Manoj Plakal, Devin Platt, Rif A Saurous, Bryan Seybold, et al.","author":"Hershey Shawn","year":"2017","unstructured":"Shawn Hershey , Sourish Chaudhuri , Daniel PW Ellis , Jort F Gemmeke, Aren Jansen, R Channing Moore, Manoj Plakal, Devin Platt, Rif A Saurous, Bryan Seybold, et al. 2017 . CNN architectures for large-scale audio classification. In 2017 ieee international conference on acoustics, speech and signal processing (icassp). IEEE , 131--135. Shawn Hershey, Sourish Chaudhuri, Daniel PW Ellis, Jort F Gemmeke, Aren Jansen, R Channing Moore, Manoj Plakal, Devin Platt, Rif A Saurous, Bryan Seybold, et al. 2017. CNN architectures for large-scale audio classification. In 2017 ieee international conference on acoustics, speech and signal processing (icassp). IEEE, 131--135."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00912"},{"key":"e_1_3_2_1_18_1","volume-title":"Fine-Grained Events in Video. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27","author":"Hong James","year":"2022","unstructured":"James Hong , Haotian Zhang , Micha\u00ebl Gharbi , Matthew Fisher , and Kayvon Fatahalian . 2022. Spotting Temporally Precise , Fine-Grained Events in Video. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27 , 2022 , Proceedings, Part XXXV. Springer , 33--51. James Hong, Haotian Zhang, Micha\u00ebl Gharbi, Matthew Fisher, and Kayvon Fatahalian. 2022. Spotting Temporally Precise, Fine-Grained Events in Video. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part XXXV. Springer, 33--51."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00559"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00333"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00718"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123343"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3195321"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.3390\/app12094429"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2014.6942983"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00055"},{"key":"e_1_3_2_1_27_1","volume-title":"MAiVAR: Multimodal Audio-Image and Video Action Recognizer. In 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 1--5.","author":"Shaikh Muhammad Bilal","year":"2022","unstructured":"Muhammad Bilal Shaikh , Douglas Chai , Syed Mohammed Shamsul Islam , and Naveed Akhtar . 2022 . MAiVAR: Multimodal Audio-Image and Video Action Recognizer. In 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 1--5. Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, and Naveed Akhtar. 2022. MAiVAR: Multimodal Audio-Image and Video Action Recognizer. In 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 1--5."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00269"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01808"},{"key":"e_1_3_2_1_30_1","volume-title":"Action spotting using dense detection anchors revisited: Submission to the SoccerNet Challenge","author":"Soares Joao VB","year":"2022","unstructured":"Joao VB Soares and Avijit Shah . 2022. Action spotting using dense detection anchors revisited: Submission to the SoccerNet Challenge 2022 . arXiv preprint arXiv:2206.07846 (2022). Joao VB Soares and Avijit Shah. 2022. Action spotting using dense detection anchors revisited: Submission to the SoccerNet Challenge 2022. arXiv preprint arXiv:2206.07846 (2022)."},{"key":"e_1_3_2_1_31_1","volume-title":"Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors. In 2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2796--2800","author":"Soares Jo","year":"2022","unstructured":"Jo ao VB Soares , Avijit Shah , and Topojoy Biswas . 2022 . Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors. In 2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2796--2800 . Jo ao VB Soares, Avijit Shah, and Topojoy Biswas. 2022. Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors. In 2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2796--2800."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00118"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2017.04.011"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00456"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_2"},{"key":"e_1_3_2_1_36_1","volume-title":"Boundary uncertainty in a single-stage temporal action localization network. arXiv preprint arXiv:2008.11170","author":"Xie Ting-Ting","year":"2020","unstructured":"Ting-Ting Xie , Christos Tzelepis , and Ioannis Patras . 2020. Boundary uncertainty in a single-stage temporal action localization network. arXiv preprint arXiv:2008.11170 ( 2020 ). Ting-Ting Xie, Christos Tzelepis, and Ioannis Patras. 2020. Boundary uncertainty in a single-stage temporal action localization network. arXiv preprint arXiv:2008.11170 (2020)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00296"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01017"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3016486"},{"key":"e_1_3_2_1_40_1","volume-title":"Auto-Encoding Score Distribution Regression for Action Quality Assessment. arXiv preprint arXiv:2111.11029","author":"Zhang Boyu","year":"2021","unstructured":"Boyu Zhang , Jiayuan Chen , Yinfei Xu , Hui Zhang , Xu Yang , and Xin Geng . 2021a. Auto-Encoding Score Distribution Regression for Action Quality Assessment. arXiv preprint arXiv:2111.11029 ( 2021 ). Boyu Zhang, Jiayuan Chen, Yinfei Xu, Hui Zhang, Xu Yang, and Xin Geng. 2021a. Auto-Encoding Score Distribution Regression for Action Quality Assessment. arXiv preprint arXiv:2111.11029 (2021)."},{"key":"e_1_3_2_1_41_1","volume-title":"Proceedings, Part IV. Springer, 492--510","author":"Zhang Chen-Lin","year":"2022","unstructured":"Chen-Lin Zhang , Jianxin Wu , and Yin Li . 2022 . Actionformer: Localizing moments of actions with transformers. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022 , Proceedings, Part IV. Springer, 492--510 . Chen-Lin Zhang, Jianxin Wu, and Yin Li. 2022. Actionformer: Localizing moments of actions with transformers. In Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part IV. Springer, 492--510."},{"key":"e_1_3_2_1_42_1","volume-title":"mixup: Beyond empirical risk minimization. arXiv preprint arXiv:1710.09412","author":"Zhang Hongyi","year":"2017","unstructured":"Hongyi Zhang , Moustapha Cisse , Yann N Dauphin , and David Lopez-Paz . 2017. mixup: Beyond empirical risk minimization. arXiv preprint arXiv:1710.09412 ( 2017 ). Hongyi Zhang, Moustapha Cisse, Yann N Dauphin, and David Lopez-Paz. 2017. mixup: Beyond empirical risk minimization. arXiv preprint arXiv:1710.09412 (2017)."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3478513.3480500"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_49"},{"key":"e_1_3_2_1_45_1","volume-title":"Feature combination meets attention: Baidu soccer embeddings and transformer based temporal detection. arXiv preprint arXiv:2106.14447","author":"Zhou Xin","year":"2021","unstructured":"Xin Zhou , Le Kang , Zhiyu Cheng , Bo He , and Jingyu Xin . 2021. Feature combination meets attention: Baidu soccer embeddings and transformer based temporal detection. arXiv preprint arXiv:2106.14447 ( 2021 ). io Xin Zhou, Le Kang, Zhiyu Cheng, Bo He, and Jingyu Xin. 2021. Feature combination meets attention: Baidu soccer embeddings and transformer based temporal detection. arXiv preprint arXiv:2106.14447 (2021). io"}],"event":{"name":"MM '23: The 31st ACM International Conference on Multimedia","location":"Ottawa ON Canada","acronym":"MM '23","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3606038.3616153","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3606038.3616153","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:20Z","timestamp":1750178180000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3606038.3616153"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,29]]},"references-count":45,"alternative-id":["10.1145\/3606038.3616153","10.1145\/3606038"],"URL":"https:\/\/doi.org\/10.1145\/3606038.3616153","relation":{},"subject":[],"published":{"date-parts":[[2023,10,29]]},"assertion":[{"value":"2023-10-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}