{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T02:52:40Z","timestamp":1781059960996,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T00:00:00Z","timestamp":1670198400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"IBM","award":["Faculty Awards"],"award-info":[{"award-number":["Faculty Awards"]}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["1554367, 1160483"],"award-info":[{"award-number":["1554367, 1160483"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,12,5]]},"DOI":"10.1145\/3565995.3566037","type":"proceedings-article","created":{"date-parts":[[2023,3,29]],"date-time":"2023-03-29T20:44:03Z","timestamp":1680122643000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Motion-Resilient ECG Signal Reconstruction from a Wearable IMU through Attention Mechanism and Contrastive Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6750-464X","authenticated-orcid":false,"given":"Jianxun","family":"Wang","sequence":"first","affiliation":[{"name":"Department of Computer Science, North Carolina State University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5493-0535","authenticated-orcid":false,"given":"Marc","family":"Foster","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, North Carolina State University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5538-262X","authenticated-orcid":false,"given":"Alper","family":"Bozkurt","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, North Carolina State University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7872-4840","authenticated-orcid":false,"given":"David L.","family":"Roberts","sequence":"additional","affiliation":[{"name":"Department of Computer Science, North Carolina State University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,3,29]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"2016 International Conference on Big Data and Smart Computing (BigComp). IEEE, 419\u2013422","author":"Ahn Juneyoung","year":"2016","unstructured":"Juneyoung Ahn , Jini Kwon , Hyejeong Nam , Hyun-Kook Jang , and Jee-In Kim . 2016 . Pet Buddy: A wearable device for canine behavior recognition using a single IMU . In 2016 International Conference on Big Data and Smart Computing (BigComp). IEEE, 419\u2013422 . Juneyoung Ahn, Jini Kwon, Hyejeong Nam, Hyun-Kook Jang, and Jee-In Kim. 2016. Pet Buddy: A wearable device for canine behavior recognition using a single IMU. In 2016 International Conference on Big Data and Smart Computing (BigComp). IEEE, 419\u2013422."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/app9224938"},{"key":"e_1_3_2_1_3_1","unstructured":"Jimmy\u00a0Lei Ba Jamie\u00a0Ryan Kiros and Geoffrey\u00a0E. Hinton. 2016. Layer Normalization. (2016). http:\/\/arxiv.org\/abs\/1607.06450  Jimmy\u00a0Lei Ba Jamie\u00a0Ryan Kiros and Geoffrey\u00a0E. Hinton. 2016. Layer Normalization. (2016). http:\/\/arxiv.org\/abs\/1607.06450"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2014.6985477"},{"key":"e_1_3_2_1_5_1","volume-title":"SENSORS","author":"Brugarolas Rita","year":"2014","unstructured":"Rita Brugarolas , James Dieffenderfer , Katherine Walker , Ashley Wagner , Barbara Sherman , David\u00a0 L. Roberts , and Alper Bozkurt . 2014 . Wearable wireless biophotonic and biopotential sensors for canine health monitoring . In SENSORS , 2014 IEEE. IEEE, 2203\u20132206. Rita Brugarolas, James Dieffenderfer, Katherine Walker, Ashley Wagner, Barbara Sherman, David\u00a0L. Roberts, and Alper Bozkurt. 2014. Wearable wireless biophotonic and biopotential sensors for canine health monitoring. In SENSORS, 2014 IEEE. IEEE, 2203\u20132206."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2012.6346964"},{"key":"e_1_3_2_1_7_1","volume-title":"2013 IEEE Topical Conference on. IEEE, 10\u201312","author":"Brugarolas Rita","year":"2013","unstructured":"Rita Brugarolas , David\u00a0 L. Roberts , Barbara Sherman , and Alper Bozkurt . 2013 . Machine learning based posture estimation for a wireless canine machine interface. In Biomedical Wireless Technologies, Networks, and Sensing Systems (BioWireleSS) , 2013 IEEE Topical Conference on. IEEE, 10\u201312 . Rita Brugarolas, David\u00a0L. Roberts, Barbara Sherman, and Alper Bozkurt. 2013. Machine learning based posture estimation for a wireless canine machine interface. In Biomedical Wireless Technologies, Networks, and Sensing Systems (BioWireleSS), 2013 IEEE Topical Conference on. IEEE, 10\u201312."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19010088"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.202"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autneu.2013.04.005"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIOCAS.2018.8584677"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3446002.3446125"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3446002.3446125"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3493842.3493905"},{"key":"e_1_3_2_1_15_1","volume-title":"Identification of Behaviour in Freely Moving Dogs (Canis familiaris) Using Inertial Sensors. PlOS One 8, 10","author":"Gerencs\u00e9r Linda","year":"2013","unstructured":"Linda Gerencs\u00e9r , G\u00e1bor V\u00e1s\u00e1rhelyi , M\u00e1t\u00e9 Nagy , Tamas Vicsek , and Adam Mikl\u00f3si . 2013. Identification of Behaviour in Freely Moving Dogs (Canis familiaris) Using Inertial Sensors. PlOS One 8, 10 ( 2013 ). Linda Gerencs\u00e9r, G\u00e1bor V\u00e1s\u00e1rhelyi, M\u00e1t\u00e9 Nagy, Tamas Vicsek, and Adam Mikl\u00f3si. 2013. Identification of Behaviour in Freely Moving Dogs (Canis familiaris) Using Inertial Sensors. PlOS One 8, 10 (2013)."},{"key":"e_1_3_2_1_16_1","unstructured":"Rolf\u00a0Oberlin Hansen. 2019. Investigation and modeling of respiratory effects on SCG-signal fiducial points. (2019).  Rolf\u00a0Oberlin Hansen. 2019. Investigation and modeling of respiratory effects on SCG-signal fiducial points. (2019)."},{"key":"e_1_3_2_1_17_1","volume-title":"et\u00a0al","author":"Inan T","year":"2014","unstructured":"Omer\u00a0 T Inan , Pierre-Francois Migeotte , Kwang-Suk Park , Mozziyar Etemadi , Kouhyar Tavakolian , Ramon Casanella , John Zanetti , Jens Tank , Irina Funtova , G\u00a0Kim Prisk , et\u00a0al . 2014 . Ballistocardiography and seismocardiography: A review of recent advances. IEEE journal of biomedical and health informatics 19, 4(2014), 1414\u20131427. Omer\u00a0T Inan, Pierre-Francois Migeotte, Kwang-Suk Park, Mozziyar Etemadi, Kouhyar Tavakolian, Ramon Casanella, John Zanetti, Jens Tank, Irina Funtova, G\u00a0Kim Prisk, et\u00a0al. 2014. Ballistocardiography and seismocardiography: A review of recent advances. IEEE journal of biomedical and health informatics 19, 4(2014), 1414\u20131427."},{"key":"e_1_3_2_1_18_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980(2014).","author":"Kingma P","year":"2014","unstructured":"Diederik\u00a0 P Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980(2014). Diederik\u00a0P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980(2014)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-019-0667-9"},{"key":"e_1_3_2_1_20_1","volume-title":"Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting. Advances in Neural Information Processing Systems 32","author":"Li Shiyang","year":"2019","unstructured":"Shiyang Li , Xiaoyong Jin , Yao Xuan , Xiyou Zhou , Wenhu Chen , Yu-Xiang Wang , and Xifeng Yan . 2019. Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting. Advances in Neural Information Processing Systems 32 ( 2019 ). Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, and Xifeng Yan. 2019. Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting. Advances in Neural Information Processing Systems 32 (2019)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18041067"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.2752\/089279305785594045"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3371049.3371053"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3446002.3446064"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3152130.3152148"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.3390\/vibration2010005"},{"key":"e_1_3_2_1_27_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan\u00a0N. Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in Neural Information Processing Systems.  Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan\u00a0N. Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in Neural Information Processing Systems."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1136\/vr.104917"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1090-0233(97)80038-X"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2832932.2837015"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2856700"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20154251"},{"key":"e_1_3_2_1_33_1","volume-title":"Seismocardiography: waveform identification and noise analysis. In [1991] Proceedings Computers in Cardiology","author":"Zanetti M","unstructured":"John\u00a0 M Zanetti , MO Poliac , and Richard\u00a0 S Crow . 1991. Seismocardiography: waveform identification and noise analysis. In [1991] Proceedings Computers in Cardiology . IEEE , 49\u201352. John\u00a0M Zanetti, MO Poliac, and Richard\u00a0S Crow. 1991. Seismocardiography: waveform identification and noise analysis. In [1991] Proceedings Computers in Cardiology. IEEE, 49\u201352."}],"event":{"name":"ACI'22: Ninth International Conference on Animal-Computer Interaction","location":"Newcastle-upon-Tyne United Kingdom","acronym":"ACI'22"},"container-title":["Proceedings of the Ninth International Conference on Animal-Computer Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3565995.3566037","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3565995.3566037","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3565995.3566037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:08:32Z","timestamp":1750183712000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3565995.3566037"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,5]]},"references-count":33,"alternative-id":["10.1145\/3565995.3566037","10.1145\/3565995"],"URL":"https:\/\/doi.org\/10.1145\/3565995.3566037","relation":{},"subject":[],"published":{"date-parts":[[2022,12,5]]},"assertion":[{"value":"2023-03-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}