{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,27]],"date-time":"2025-07-27T07:24:22Z","timestamp":1753601062753,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,10,19]],"date-time":"2017-10-19T00:00:00Z","timestamp":1508371200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Institutes of Health","award":["R01LM011834"],"award-info":[{"award-number":["R01LM011834"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,10,19]]},"DOI":"10.1145\/3123266.3123365","type":"proceedings-article","created":{"date-parts":[[2017,10,20]],"date-time":"2017-10-20T13:04:26Z","timestamp":1508504666000},"page":"1059-1067","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["Region-based Activity Recognition Using Conditional GAN"],"prefix":"10.1145","author":[{"given":"Xinyu","family":"Li","sequence":"first","affiliation":[{"name":"Rutgers University, Piscataway, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Rutgers University, Piscataway, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Rutgers University, Piscataway, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yueyang","family":"Chen","sequence":"additional","affiliation":[{"name":"Rutgers University, Piscataway, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huangcan","family":"Li","sequence":"additional","affiliation":[{"name":"Rutgers University, Piscataway, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ivan","family":"Marsic","sequence":"additional","affiliation":[{"name":"Rutgers University, Electrical and Computer Engine, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Randall S.","family":"Burd","sequence":"additional","affiliation":[{"name":"Children's National Medical Center, Washington, DC, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,10,19]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5244\/C.27.32"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0677-1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Felix A Gers J\u00fcrgen Schmidhuber and Fred Cummins. 1999. Learning to forget: Continual prediction with LSTM. (1999).  Felix A Gers J\u00fcrgen Schmidhuber and Fred Cummins. 1999. Learning to forget: Continual prediction with LSTM. (1999).","DOI":"10.1049\/cp:19991218"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"e_1_3_2_1_5_1","unstructured":"Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. In Advances in neural information processing systems. 2672--2680.   Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. In Advances in neural information processing systems. 2672--2680."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2017.01.010"},{"key":"e_1_3_2_1_8_1","volume-title":"Image-to-image translation with conditional adversarial networks. arXiv preprint arXiv:1611.07004","author":"Isola Phillip","year":"2016","unstructured":"Phillip Isola , Jun-Yan Zhu , Tinghui Zhou , and Alexei A Efros . 2016. Image-to-image translation with conditional adversarial networks. arXiv preprint arXiv:1611.07004 ( 2016 ). Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros. 2016. Image-to-image translation with conditional adversarial networks. arXiv preprint arXiv:1611.07004 (2016)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2456412"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_43"},{"key":"e_1_3_2_1_11_1","volume-title":"Visualizing and understanding recurrent networks. arXiv preprint arXiv:1506.02078","author":"Karpathy Andrej","year":"2015","unstructured":"Andrej Karpathy , Justin Johnson , and Li Fei-Fei . 2015. Visualizing and understanding recurrent networks. arXiv preprint arXiv:1506.02078 ( 2015 ). Andrej Karpathy, Justin Johnson, and Li Fei-Fei. 2015. Visualizing and understanding recurrent networks. arXiv preprint arXiv:1506.02078 (2015)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587756"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"Christian Ledig Lucas Theis Ferenc Husza\u00e1r Jose Caballero Andrew Cunningham Alejandro Acosta Andrew Aitken Alykhan Tejani Johannes Totz Zehan Wang etal 2016. Photo-realistic single image super-resolution using a generative adversarial network. arXiv preprint arXiv:1609.04802 (2016).  Christian Ledig Lucas Theis Ferenc Husza\u00e1r Jose Caballero Andrew Cunningham Alejandro Acosta Andrew Aitken Alykhan Tejani Johannes Totz Zehan Wang et al. 2016. Photo-realistic single image super-resolution using a generative adversarial network. arXiv preprint arXiv:1609.04802 (2016).","DOI":"10.1109\/CVPR.2017.19"},{"key":"e_1_3_2_1_15_1","volume-title":"Electronics & Mobile Communication Conference (UEMCON), IEEE Annual. IEEE, 1--7.","author":"Li Xinyu","year":"2016","unstructured":"Xinyu Li , Yanyi Zhang , Mengzhu Li , Shuhong Chen , Farneth R Austin , Ivan Marsic , and Randall S Burd . 2016 . Online process phase detection using multimodal deep learning. In Ubiquitous Computing , Electronics & Mobile Communication Conference (UEMCON), IEEE Annual. IEEE, 1--7. Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R Austin, Ivan Marsic, and Randall S Burd. 2016. Online process phase detection using multimodal deep learning. In Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), IEEE Annual. IEEE, 1--7."},{"key":"e_1_3_2_1_16_1","volume-title":"Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. arXiv preprint arXiv:1702.01638","author":"Li Xinyu","year":"2017","unstructured":"Xinyu Li , Yanyi Zhang , Jianyu Zhang , Shuhong Chen , Ivan Marsic , Richard A Farneth , and Randall S Burd . 2017. Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. arXiv preprint arXiv:1702.01638 ( 2017 ). Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A Farneth, and Randall S Burd. 2017. Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. arXiv preprint arXiv:1702.01638 (2017)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130936"},{"key":"e_1_3_2_1_18_1","volume-title":"R-fcn: Object detection via region- based fully convolutional networks. In Advances in Neural Information Processing Systems. 379--387.","author":"Li Yi","year":"2016","unstructured":"Yi Li , Kaiming He , Jian Sun , 2016 . R-fcn: Object detection via region- based fully convolutional networks. In Advances in Neural Information Processing Systems. 379--387. Yi Li, Kaiming He, Jian Sun, et al. 2016. R-fcn: Object detection via region- based fully convolutional networks. In Advances in Neural Information Processing Systems. 379--387."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.215"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"e_1_3_2_1_21_1","volume-title":"Semantic Segmentation using Adversarial Networks. arXiv preprint arXiv:1611.08408","author":"Luc Pauline","year":"2016","unstructured":"Pauline Luc , Camille Couprie , Soumith Chintala , and Jakob Verbeek . 2016. Semantic Segmentation using Adversarial Networks. arXiv preprint arXiv:1611.08408 ( 2016 ). Pauline Luc, Camille Couprie, Soumith Chintala, and Jakob Verbeek. 2016. Semantic Segmentation using Adversarial Networks. arXiv preprint arXiv:1611.08408 (2016)."},{"key":"e_1_3_2_1_22_1","volume-title":"Conditional generative adversarial nets. arXiv preprint arXiv:1411.1784","author":"Mirza Mehdi","year":"2014","unstructured":"Mehdi Mirza and Simon Osindero . 2014. Conditional generative adversarial nets. arXiv preprint arXiv:1411.1784 ( 2014 ). Mehdi Mirza and Simon Osindero. 2014. Conditional generative adversarial nets. arXiv preprint arXiv:1411.1784 (2014)."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/1888028.1888059"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA.2013.6566433"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"e_1_3_2_1_26_1","volume-title":"Proceedings of The 33rd International Conference on Machine Learning","volume":"3","author":"Reed Scott","year":"2016","unstructured":"Scott Reed , Zeynep Akata , Xinchen Yan , Lajanugen Logeswaran , Bernt Schiele , and Honglak Lee . 2016 . Generative adversarial text to image synthesis . In Proceedings of The 33rd International Conference on Machine Learning , Vol. 3 . Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, and Honglak Lee. 2016. Generative adversarial text to image synthesis. In Proceedings of The 33rd International Conference on Machine Learning, Vol. 3."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"Hasim Sak Andrew W Senior and Fran\u00e7oise Beaufays. 2014. Long short-term memory recurrent neural network architectures for large scale acoustic modeling. In Interspeech. 338--342.  Hasim Sak Andrew W Senior and Fran\u00e7oise Beaufays. 2014. Long short-term memory recurrent neural network architectures for large scale acoustic modeling. In Interspeech. 338--342.","DOI":"10.21437\/Interspeech.2014-80"},{"key":"e_1_3_2_1_30_1","volume-title":"Deep multimodal feature analysis for action recognition in RGB+ D videos. arXiv preprint arXiv:1603.07120","author":"Shahroudy Amir","year":"2016","unstructured":"Amir Shahroudy , Tian-Tsong Ng , Yihong Gong , and Gang Wang . 2016. Deep multimodal feature analysis for action recognition in RGB+ D videos. arXiv preprint arXiv:1603.07120 ( 2016 ). Amir Shahroudy, Tian-Tsong Ng, Yihong Gong, and Gang Wang. 2016. Deep multimodal feature analysis for action recognition in RGB+ D videos. arXiv preprint arXiv:1603.07120 (2016)."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2398356.2398381"},{"key":"e_1_3_2_1_32_1","volume-title":"Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan and Andrew Zisserman . 2014. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 ( 2014 ). Karen Simonyan and Andrew Zisserman. 2014. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.5555\/2627435.2670313"},{"key":"e_1_3_2_1_34_1","volume-title":"International Conference on Machine Learning. 843--852","author":"Srivastava Nitish","year":"2015","unstructured":"Nitish Srivastava , Elman Mansimov , and Ruslan Salakhudinov . 2015 . Unsupervised learning of video representations using lstms . In International Conference on Machine Learning. 843--852 . Nitish Srivastava, Elman Mansimov, and Ruslan Salakhudinov. 2015. Unsupervised learning of video representations using lstms. In International Conference on Machine Learning. 843--852."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2967234"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.441"},{"key":"e_1_3_2_1_37_1","volume-title":"Understanding neural networks through deep visualization. arXiv preprint arXiv:1506.06579","author":"Yosinski Jason","year":"2015","unstructured":"Jason Yosinski , Je Clune , Anh Nguyen , Thomas Fuchs , and Hod Lipson . 2015. Understanding neural networks through deep visualization. arXiv preprint arXiv:1506.06579 ( 2015 ). Jason Yosinski, Je Clune, Anh Nguyen, Thomas Fuchs, and Hod Lipson. 2015. Understanding neural networks through deep visualization. arXiv preprint arXiv:1506.06579 (2015)."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.540"}],"event":{"name":"MM '17: ACM Multimedia Conference","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Mountain View California USA","acronym":"MM '17"},"container-title":["Proceedings of the 25th ACM international conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3123266.3123365","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3123266.3123365","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:14:03Z","timestamp":1750212843000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3123266.3123365"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,19]]},"references-count":38,"alternative-id":["10.1145\/3123266.3123365","10.1145\/3123266"],"URL":"https:\/\/doi.org\/10.1145\/3123266.3123365","relation":{},"subject":[],"published":{"date-parts":[[2017,10,19]]},"assertion":[{"value":"2017-10-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}