{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:21:15Z","timestamp":1750220475088,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,11,8]],"date-time":"2021-11-08T00:00:00Z","timestamp":1636329600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,11,8]]},"DOI":"10.1145\/3494322.3494339","type":"proceedings-article","created":{"date-parts":[[2022,3,8]],"date-time":"2022-03-08T22:23:32Z","timestamp":1646778212000},"page":"126-133","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Privacy Preserving Workflow Detection for Manufacturing Using Neural Networks based Object Detection"],"prefix":"10.1145","author":[{"given":"Abdelrahman","family":"Ahmad","sequence":"first","affiliation":[{"name":"Pro2Future GmbH, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Haslgr\u00fcbler","sequence":"additional","affiliation":[{"name":"Pro2Future GmbH, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Sopidis","sequence":"additional","affiliation":[{"name":"Pro2Future GmbH, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Behrooz","family":"Azadi","sequence":"additional","affiliation":[{"name":"Pro2Future GmbH, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alois","family":"Ferscha","sequence":"additional","affiliation":[{"name":"Johannes Kepler University, Austria and Pro2Future GmbH, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,3,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3389189.3397976"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.38"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAIS.2016.7822459"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.1997.609450"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2017.8078531"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.852196"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0890-6955(99)00111-X"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2012.08.003"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.391"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-012-0524-9"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.276"},{"key":"e_1_3_2_1_12_1","volume-title":"Object detection with discriminatively trained part-based models","author":"Felzenszwalb F","year":"2009","unstructured":"Pedro\u00a0 F Felzenszwalb , Ross\u00a0 B Girshick , David McAllester , and Deva Ramanan . 2009. Object detection with discriminatively trained part-based models . IEEE transactions on pattern analysis and machine intelligence 32, 9( 2009 ), 1627\u20131645. Pedro\u00a0F Felzenszwalb, Ross\u00a0B Girshick, David McAllester, and Deva Ramanan. 2009. Object detection with discriminatively trained part-based models. IEEE transactions on pattern analysis and machine intelligence 32, 9(2009), 1627\u20131645."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000042934.15159.49"},{"volume-title":"Assistive Augmentation","author":"Funk Markus","key":"e_1_3_2_1_14_1","unstructured":"Markus Funk , Lars Lischke , Sven Mayer , Alireza\u00a0Sahami Shirazi , and Albrecht Schmidt . 2018. Teach Me How! Interactive Assembly Instructions Using Demonstration and In-Situ Projection . In Assistive Augmentation . Springer , 49\u201373. Markus Funk, Lars Lischke, Sven Mayer, Alireza\u00a0Sahami Shirazi, and Albrecht Schmidt. 2018. Teach Me How! Interactive Assembly Instructions Using Demonstration and In-Situ Projection. In Assistive Augmentation. Springer, 49\u201373."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Klaus Greff Andr\u00e9 Brand\u00e3o Stephan Krau\u00df Didier Stricker and Esteban Clua. 2012. A comparison between background subtraction algorithms using a consumer depth camera.. In VISAPP (1). 431\u2013436. Klaus Greff Andr\u00e9 Brand\u00e3o Stephan Krau\u00df Didier Stricker and Esteban Clua. 2012. A comparison between background subtraction algorithms using a consumer depth camera.. In VISAPP (1). 431\u2013436.","DOI":"10.5220\/0003849104310436"},{"key":"e_1_3_2_1_19_1","volume-title":"30th British Machine Vision Conference. 1\u201313","author":"Guo Zhixin","year":"2019","unstructured":"Zhixin Guo , Wenzhi Liao , Yifan Xiao , Peter Veelaert , and Wilfried Philips . 2019 . Deep learning fusion of RGB and depth images for pedestrian detection . In 30th British Machine Vision Conference. 1\u201313 . Zhixin Guo, Wenzhi Liao, Yifan Xiao, Peter Veelaert, and Wilfried Philips. 2019. Deep learning fusion of RGB and depth images for pedestrian detection. In 30th British Machine Vision Conference. 1\u201313."},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of 6th International conference on Production Engineering and Management","author":"Hinrichsen Sven","year":"2016","unstructured":"Sven Hinrichsen , Daniel Riediger , and Alexander Unrau . 2016 . Assistance systems in manual assembly . In Proceedings of 6th International conference on Production Engineering and Management , 29 September 2016. 3\u201314. Sven Hinrichsen, Daniel Riediger, and Alexander Unrau. 2016. Assistance systems in manual assembly. In Proceedings of 6th International conference on Production Engineering and Management, 29 September 2016. 3\u201314."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.04.024"},{"key":"e_1_3_2_1_22_1","volume-title":"2013 IEEE\/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2152\u20132157","author":"Hu Ninghang","year":"2013","unstructured":"Ninghang Hu , Gwenn Englebienne , and Ben Kr\u00f6se . 2013 . Posture recognition with a top-view camera . In 2013 IEEE\/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2152\u20132157 . Ninghang Hu, Gwenn Englebienne, and Ben Kr\u00f6se. 2013. Posture recognition with a top-view camera. In 2013 IEEE\/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2152\u20132157."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.351"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1080\/01972243.2016.1177763"},{"key":"e_1_3_2_1_25_1","unstructured":"Intel. [n.d.]. Stereo Depth \u2013 Intel\u00ae RealSense\u2122 Depth and Tracking Cameras. Accessed: 2-10-2019. Intel. [n.d.]. Stereo Depth \u2013 Intel\u00ae RealSense\u2122 Depth and Tracking Cameras. Accessed: 2-10-2019."},{"key":"e_1_3_2_1_26_1","unstructured":"Sergey Ioffe and Christian Szegedy. 2015. Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167(2015). Sergey Ioffe and Christian Szegedy. 2015. Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167(2015)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2014.08.003"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2013.77"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"e_1_3_2_1_30_1","unstructured":"John Lafferty Andrew McCallum and Fernando\u00a0CN Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001). John Lafferty Andrew McCallum and Fernando\u00a0CN Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001)."},{"key":"e_1_3_2_1_31_1","volume-title":"A survey on human activity recognition using wearable sensors","author":"Lara D","year":"2012","unstructured":"Oscar\u00a0 D Lara and Miguel\u00a0 A Labrador . 2012. A survey on human activity recognition using wearable sensors . IEEE communications surveys & tutorials 15, 3 ( 2012 ), 1192\u20131209. Oscar\u00a0D Lara and Miguel\u00a0A Labrador. 2012. A survey on human activity recognition using wearable sensors. IEEE communications surveys & tutorials 15, 3 (2012), 1192\u20131209."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.516"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2017.8206273"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3440754"},{"key":"e_1_3_2_1_37_1","volume-title":"Thirteenth Symposium on Usable Privacy and Security (SOUPS","author":"Naeini Pardis\u00a0Emami","year":"2017","unstructured":"Pardis\u00a0Emami Naeini , Sruti Bhagavatula , Hana Habib , Martin Degeling , Lujo Bauer , Lorrie\u00a0Faith Cranor , and Norman Sadeh . 2017 . Privacy expectations and preferences in an IoT world . In Thirteenth Symposium on Usable Privacy and Security (SOUPS 2017). 399\u2013412. Pardis\u00a0Emami Naeini, Sruti Bhagavatula, Hana Habib, Martin Degeling, Lujo Bauer, Lorrie\u00a0Faith Cranor, and Norman Sadeh. 2017. Privacy expectations and preferences in an IoT world. In Thirteenth Symposium on Usable Privacy and Security (SOUPS 2017). 399\u2013412."},{"key":"e_1_3_2_1_38_1","volume-title":"Learning to segment object candidates. Advances in neural information processing systems 28","author":"O\u00a0Pinheiro O","year":"2015","unstructured":"Pedro\u00a0 O O\u00a0Pinheiro , Ronan Collobert , and Piotr Doll\u00e1r . 2015. Learning to segment object candidates. Advances in neural information processing systems 28 ( 2015 ), 1990\u20131998. Pedro\u00a0O O\u00a0Pinheiro, Ronan Collobert, and Piotr Doll\u00e1r. 2015. Learning to segment object candidates. Advances in neural information processing systems 28 (2015), 1990\u20131998."},{"key":"e_1_3_2_1_39_1","article-title":"Human action recognition using dynamic time warping and voting algorithm","volume":"30","author":"Pham Chinh\u00a0Huu","year":"2014","unstructured":"Chinh\u00a0Huu Pham , Quoc\u00a0Khanh Le , and Thanh\u00a0Ha Le . 2014 . Human action recognition using dynamic time warping and voting algorithm . VNU Journal of Science: Computer Science and Communication Engineering 30 , 3(2014). Chinh\u00a0Huu Pham, Quoc\u00a0Khanh Le, and Thanh\u00a0Ha Le. 2014. Human action recognition using dynamic time warping and voting algorithm. VNU Journal of Science: Computer Science and Communication Engineering 30, 3(2014).","journal-title":"VNU Journal of Science: Computer Science and Communication Engineering"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2013.84"},{"key":"e_1_3_2_1_41_1","volume-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","author":"Ren Shaoqing","year":"2016","unstructured":"Shaoqing Ren , Kaiming He , Ross Girshick , and Jian Sun . 2016. Faster r-cnn: Towards real-time object detection with region proposal networks . IEEE transactions on pattern analysis and machine intelligence 39, 6( 2016 ), 1137\u20131149. Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. 2016. Faster r-cnn: Towards real-time object detection with region proposal networks. IEEE transactions on pattern analysis and machine intelligence 39, 6(2016), 1137\u20131149."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000652"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.817"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2006.07.014"},{"key":"e_1_3_2_1_45_1","unstructured":"Christian Szegedy Scott Reed Dumitru Erhan Dragomir Anguelov and Sergey Ioffe. 2014. Scalable high-quality object detection. arXiv preprint arXiv:1412.1441(2014). Christian Szegedy Scott Reed Dumitru Erhan Dragomir Anguelov and Sergey Ioffe. 2014. Scalable high-quality object detection. arXiv preprint arXiv:1412.1441(2014)."},{"key":"e_1_3_2_1_46_1","volume-title":"Deep neural networks for object detection. Advances in neural information processing systems 26","author":"Szegedy Christian","year":"2013","unstructured":"Christian Szegedy , Alexander Toshev , and Dumitru Erhan . 2013. Deep neural networks for object detection. Advances in neural information processing systems 26 ( 2013 ), 2553\u20132561. Christian Szegedy, Alexander Toshev, and Dumitru Erhan. 2013. Deep neural networks for object detection. Advances in neural information processing systems 26 (2013), 2553\u20132561."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.791228"},{"key":"e_1_3_2_1_48_1","unstructured":"Silicon UK. [n.d.]. Tales In Tech History: Microsoft Kinect. Accessed: 05-01-2018. Silicon UK. [n.d.]. Tales In Tech History: Microsoft Kinect. Accessed: 05-01-2018."},{"volume-title":"View invariant human action recognition using histograms of 3d joints. In 2012 IEEE computer society conference on computer vision and pattern recognition workshops","author":"Xia Lu","key":"e_1_3_2_1_49_1","unstructured":"Lu Xia , Chia-Chih Chen , and Jake\u00a0 K Aggarwal . 2012. View invariant human action recognition using histograms of 3d joints. In 2012 IEEE computer society conference on computer vision and pattern recognition workshops . IEEE , 20\u201327. Lu Xia, Chia-Chih Chen, and Jake\u00a0K Aggarwal. 2012. View invariant human action recognition using histograms of 3d joints. In 2012 IEEE computer society conference on computer vision and pattern recognition workshops. IEEE, 20\u201327."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2007.4379315"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.1042"}],"event":{"name":"IoT '21: 11th International Conference on the Internet of Things","acronym":"IoT '21","location":"St.Gallen Switzerland"},"container-title":["Proceedings of the 11th International Conference on the Internet of Things"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3494322.3494339","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3494322.3494339","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:48:42Z","timestamp":1750193322000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3494322.3494339"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,8]]},"references-count":51,"alternative-id":["10.1145\/3494322.3494339","10.1145\/3494322"],"URL":"https:\/\/doi.org\/10.1145\/3494322.3494339","relation":{},"subject":[],"published":{"date-parts":[[2021,11,8]]},"assertion":[{"value":"2022-03-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}