{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T04:55:33Z","timestamp":1792644933495,"version":"4.5.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,6,24]],"date-time":"2021-06-24T00:00:00Z","timestamp":1624492800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["CNS-1652503, OAC-1934600"],"award-info":[{"award-number":["CNS-1652503, OAC-1934600"]}],"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":[[2021,6,24]]},"DOI":"10.1145\/3458864.3467679","type":"proceedings-article","created":{"date-parts":[[2021,6,22]],"date-time":"2021-06-22T16:13:50Z","timestamp":1624378430000},"page":"269-282","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":221,"title":["mmMesh"],"prefix":"10.1145","author":[{"given":"Hongfei","family":"Xue","sequence":"first","affiliation":[{"name":"State University of New York at Buffalo"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Ju","sequence":"additional","affiliation":[{"name":"State University of New York at Buffalo"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chenglin","family":"Miao","sequence":"additional","affiliation":[{"name":"University of Georgia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yijiang","family":"Wang","sequence":"additional","affiliation":[{"name":"State University of New York at Buffalo"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shiyang","family":"Wang","sequence":"additional","affiliation":[{"name":"State University of New York at Buffalo"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aidong","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Virginia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lu","family":"Su","sequence":"additional","affiliation":[{"name":"Purdue University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,6,24]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"[n.d.]. VICON Motion Systems. https:\/\/www.vicon.com.  [n.d.]. VICON Motion Systems. https:\/\/www.vicon.com."},{"key":"e_1_3_2_1_2_1","volume-title":"Capturing the human figure through a wall. &lt;u&gt;ACM Transactions on Graphics (TOG)&lt;\/u&gt","author":"Adib Fadel","year":"2015","unstructured":"Fadel Adib , Chen-Yu Hsu , Hongzi Mao , Dina Katabi , and Fr\u00e9do Durand . 2015. Capturing the human figure through a wall. &lt;u&gt;ACM Transactions on Graphics (TOG)&lt;\/u&gt ; 34, 6 ( 2015 ), 1--13. Fadel Adib, Chen-Yu Hsu, Hongzi Mao, Dina Katabi, and Fr\u00e9do Durand. 2015. Capturing the human figure through a wall. &lt;u&gt;ACM Transactions on Graphics (TOG)&lt;\/u&gt; 34, 6 (2015), 1--13."},{"key":"e_1_3_2_1_3_1","volume-title":"Plinio Pelegrini Morita, and Safeddin Safavi-Naeini.","author":"Alizadeh Mostafa","year":"2019","unstructured":"Mostafa Alizadeh , George Shaker , Jo\u00e3o Carlos Martins De Almeida , Plinio Pelegrini Morita, and Safeddin Safavi-Naeini. 2019 . Remote monitoring of human vital signs using mm-Wave FMCW radar. &lt;u&gt;IEEE Access &lt;\/u&gt; 7 (2019), 54958--54968. Mostafa Alizadeh, George Shaker, Jo\u00e3o Carlos Martins De Almeida, Plinio Pelegrini Morita, and Safeddin Safavi-Naeini. 2019. Remote monitoring of human vital signs using mm-Wave FMCW radar. &lt;u&gt;IEEE Access&lt;\/u&gt; 7 (2019), 54958--54968."},{"key":"e_1_3_2_1_4_1","volume-title":"Detailed human avatars from monocular video. In &lt;u&gt;2018 International Conference on 3D Vision (3DV).&lt;\/u&gt","author":"Alldieck Thiemo","unstructured":"Thiemo Alldieck , Marcus Magnor , Weipeng Xu , Christian Theobalt , and Gerard Pons-Moll . 2018. Detailed human avatars from monocular video. In &lt;u&gt;2018 International Conference on 3D Vision (3DV).&lt;\/u&gt ; IEEE , 98--109. Thiemo Alldieck, Marcus Magnor, Weipeng Xu, Christian Theobalt, and Gerard Pons-Moll. 2018. Detailed human avatars from monocular video. In &lt;u&gt;2018 International Conference on 3D Vision (3DV).&lt;\/u&gt; IEEE, 98--109."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Thiemo Alldieck Marcus Magnor Weipeng Xu Christian Theobalt and Gerard Pons-Moll. 2018. Video based reconstruction of 3d people models. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 8387--8397.  Thiemo Alldieck Marcus Magnor Weipeng Xu Christian Theobalt and Gerard Pons-Moll. 2018. Video based reconstruction of 3d people models. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 8387--8397.","DOI":"10.1109\/CVPR.2018.00875"},{"key":"e_1_3_2_1_6_1","volume":"201","author":"Bogo Federica","unstructured":"Federica Bogo , Angjoo Kanazawa , Christoph Lassner , Peter Gehler , Javier Romero , and Michael J Black. 201 6. Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image. In &lt;u&gt;European Conference on Computer Vision.&lt;\/u&gt; Springer, 561--578. Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, and Michael J Black. 2016. Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image. In &lt;u&gt;European Conference on Computer Vision.&lt;\/u&gt; Springer, 561--578.","journal-title":"Michael J Black."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Julian Chibane Thiemo Alldieck and Gerard Pons-Moll. 2020. Implicit functions in feature space for 3d shape reconstruction and completion. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 6970--6981.  Julian Chibane Thiemo Alldieck and Gerard Pons-Moll. 2020. Implicit functions in feature space for 3d shape reconstruction and completion. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 6970--6981.","DOI":"10.1109\/CVPR42600.2020.00700"},{"key":"e_1_3_2_1_8_1","volume-title":"Adaptive detection mode with threshold control as a function of spatially sampled clutter-level estimates. &lt;u&gt;RCA Rev.&lt;\/u&gt","author":"Finn HM","year":"1968","unstructured":"HM Finn . 1968. Adaptive detection mode with threshold control as a function of spatially sampled clutter-level estimates. &lt;u&gt;RCA Rev.&lt;\/u&gt ; 29 ( 1968 ), 414--465. HM Finn. 1968. Adaptive detection mode with threshold control as a function of spatially sampled clutter-level estimates. &lt;u&gt;RCA Rev.&lt;\/u&gt; 29 (1968), 414--465."},{"key":"e_1_3_2_1_9_1","volume-title":"mmSense: Multi-Person Detection and Identification via mmWave Sensing. In &lt;u&gt;Proceedings of the 3rd ACM Workshop on Millimeter-wave Networks and Sensing Systems.&lt;\/u&gt","author":"Gu Tianbo","unstructured":"Tianbo Gu , Zheng Fang , Zhicheng Yang , Pengfei Hu , and Prasant Mohapatra . 2019. mmSense: Multi-Person Detection and Identification via mmWave Sensing. In &lt;u&gt;Proceedings of the 3rd ACM Workshop on Millimeter-wave Networks and Sensing Systems.&lt;\/u&gt ; 45--50. Tianbo Gu, Zheng Fang, Zhicheng Yang, Pengfei Hu, and Prasant Mohapatra. 2019. mmSense: Multi-Person Detection and Identification via mmWave Sensing. In &lt;u&gt;Proceedings of the 3rd ACM Workshop on Millimeter-wave Networks and Sensing Systems.&lt;\/u&gt; 45--50."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Junfeng Guan Sohrab Madani Suraj Jog Saurabh Gupta and Haitham Hassanieh. 2020. Through Fog High-Resolution Imaging Using Millimeter Wave Radar. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 11464--11473.  Junfeng Guan Sohrab Madani Suraj Jog Saurabh Gupta and Haitham Hassanieh. 2020. Through Fog High-Resolution Imaging Using Millimeter Wave Radar. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 11464--11473.","DOI":"10.1109\/CVPR42600.2020.01148"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3311970"},{"key":"e_1_3_2_1_12_1","unstructured":"Taisuke Hashimoto and Masaki Saito. 2019. Normal Estimation for Accurate 3D Mesh Reconstruction with Point Cloud Model Incorporating Spatial Structure.. In &lt;u&gt;CVPR Workshops.&lt;\/u&gt; 54--63.  Taisuke Hashimoto and Masaki Saito. 2019. Normal Estimation for Accurate 3D Mesh Reconstruction with Point Cloud Model Incorporating Spatial Structure.. In &lt;u&gt;CVPR Workshops.&lt;\/u&gt; 54--63."},{"key":"e_1_3_2_1_13_1","unstructured":"Texas Instruments. [n.d.]. http:\/\/www.ti.com.  Texas Instruments. [n.d.]. http:\/\/www.ti.com."},{"key":"e_1_3_2_1_14_1","volume-title":"mmVib: micrometer-level vibration measurement with mmwave radar. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt","author":"Jiang Chengkun","unstructured":"Chengkun Jiang , Junchen Guo , Yuan He , Meng Jin , Shuai Li , and Yunhao Liu . 2020. mmVib: micrometer-level vibration measurement with mmwave radar. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt ; 1--13. Chengkun Jiang, Junchen Guo, Yuan He, Meng Jin, Shuai Li, and Yunhao Liu. 2020. mmVib: micrometer-level vibration measurement with mmwave radar. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt; 1--13."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"Haiyong Jiang Jianfei Cai and Jianmin Zheng. 2019. Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5431--5441.  Haiyong Jiang Jianfei Cai and Jianmin Zheng. 2019. Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5431--5441.","DOI":"10.1109\/ICCV.2019.00553"},{"key":"e_1_3_2_1_16_1","volume-title":"Towards 3D human pose construction using wifi. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt","author":"Jiang Wenjun","unstructured":"Wenjun Jiang , Hongfei Xue , Chenglin Miao , Shiyang Wang , Sen Lin , Chong Tian , Srinivasan Murali , Haochen Hu , Zhi Sun , and Lu Su. 2020. Towards 3D human pose construction using wifi. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt ; 1--14. Wenjun Jiang, Hongfei Xue, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, and Lu Su. 2020. Towards 3D human pose construction using wifi. In &lt;u&gt;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking.&lt;\/u&gt; 1--14."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Angjoo Kanazawa Michael J Black David W Jacobs and Jitendra Malik. 2018. End-to-end recovery of human shape and pose. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 7122--7131.  Angjoo Kanazawa Michael J Black David W Jacobs and Jitendra Malik. 2018. End-to-end recovery of human shape and pose. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 7122--7131.","DOI":"10.1109\/CVPR.2018.00744"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Angjoo Kanazawa Jason Y Zhang Panna Felsen and Jitendra Malik. 2019. Learning 3d human dynamics from video. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 5614--5623.  Angjoo Kanazawa Jason Y Zhang Panna Felsen and Jitendra Malik. 2019. Learning 3d human dynamics from video. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 5614--5623.","DOI":"10.1109\/CVPR.2019.00576"},{"key":"e_1_3_2_1_19_1","volume-title":"Hands-Free Human Activity Recognition Using Millimeter-Wave Sensors. In &lt;u&gt;2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).&lt;\/u&gt","author":"Kwon Soo Min","unstructured":"Soo Min Kwon , Song Yang , Jian Liu , Xin Yang , Wesam Saleh , Shreya Patel , Christine Mathews , and Yingying Chen . 2019. Hands-Free Human Activity Recognition Using Millimeter-Wave Sensors. In &lt;u&gt;2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).&lt;\/u&gt ; IEEE , 1--2. Soo Min Kwon, Song Yang, Jian Liu, Xin Yang, Wesam Saleh, Shreya Patel, Christine Mathews, and Yingying Chen. 2019. Hands-Free Human Activity Recognition Using Millimeter-Wave Sensors. In &lt;u&gt;2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).&lt;\/u&gt; IEEE, 1--2."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J Black and Peter V Gehler. 2017. Unite the people: Closing the loop between 3d and 2d human representations. In &lt;u&gt;Proceedings of the IEEE conference on computer vision and pattern recognition.&lt;\/u&gt; 6050--6059.  Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J Black and Peter V Gehler. 2017. Unite the people: Closing the loop between 3d and 2d human representations. In &lt;u&gt;Proceedings of the IEEE conference on computer vision and pattern recognition.&lt;\/u&gt; 6050--6059.","DOI":"10.1109\/CVPR.2017.500"},{"key":"e_1_3_2_1_21_1","volume-title":"Capturing Human Pose Using mmWave Radar. In &lt;u&gt;2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).&lt;\/u&gt","author":"Li Guangzheng","unstructured":"Guangzheng Li , Ze Zhang , Hanmei Yang , Jin Pan , Dayin Chen , and Jin Zhang . 2020. Capturing Human Pose Using mmWave Radar. In &lt;u&gt;2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).&lt;\/u&gt ; IEEE , 1--6. Guangzheng Li, Ze Zhang, Hanmei Yang, Jin Pan, Dayin Chen, and Jin Zhang. 2020. Capturing Human Pose Using mmWave Radar. In &lt;u&gt;2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).&lt;\/u&gt; IEEE, 1--6."},{"key":"e_1_3_2_1_22_1","volume-title":"Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, et al.","author":"Li Huining","year":"2020","unstructured":"Huining Li , Chenhan Xu , Aditya Singh Rathore , Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, et al. 2020 . VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation. In &lt;u&gt;Proceedings of the 18th Conference on Embedded Networked Sensor Systems .&lt;\/u&gt; 312--325. Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, et al. 2020. VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation. In &lt;u&gt;Proceedings of the 18th Conference on Embedded Networked Sensor Systems.&lt;\/u&gt; 312--325."},{"key":"e_1_3_2_1_23_1","volume-title":"Mobile, Wearable and Ubiquitous Technologies&lt;\/u&gt","author":"Liu Haipeng","year":"2020","unstructured":"Haipeng Liu , Yuheng Wang , Anfu Zhou , Hanyue He , Wei Wang , Kunpeng Wang , Peilin Pan , Yixuan Lu , Liang Liu , and Huadong Ma. 2020. Real-time Arm Gesture Recognition in Smart Home Scenarios via Millimeter Wave Sensing. &lt;u&gt;Proceedings of the ACM on Interactive , Mobile, Wearable and Ubiquitous Technologies&lt;\/u&gt ; 4, 4 ( 2020 ), 1--28. Haipeng Liu, Yuheng Wang, Anfu Zhou, Hanyue He, Wei Wang, Kunpeng Wang, Peilin Pan, Yixuan Lu, Liang Liu, and Huadong Ma. 2020. Real-time Arm Gesture Recognition in Smart Home Scenarios via Millimeter Wave Sensing. &lt;u&gt;Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies&lt;\/u&gt; 4, 4 (2020), 1--28."},{"key":"e_1_3_2_1_24_1","volume":"201","author":"Loper Matthew","unstructured":"Matthew Loper , Naureen Mahmood , Javier Romero , Gerard Pons-Moll , and Michael J Black. 201 5. SMPL: A skinned multi-person linear model. &lt;u&gt;ACM transactions on graphics (TOG)&lt;\/u&gt; 34, 6 (2015), 1--16. Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J Black. 2015. SMPL: A skinned multi-person linear model. &lt;u&gt;ACM transactions on graphics (TOG)&lt;\/u&gt; 34, 6 (2015), 1--16.","journal-title":"Michael J Black."},{"key":"e_1_3_2_1_25_1","volume-title":"A study of vicon system positioning performance. &lt;u&gt;Sensors&lt;\/u&gt","author":"Merriaux Pierre","year":"2017","unstructured":"Pierre Merriaux , Yohan Dupuis , R\u00e9mi Boutteau , Pascal Vasseur , and Xavier Savatier . 2017. A study of vicon system positioning performance. &lt;u&gt;Sensors&lt;\/u&gt ; 17, 7 ( 2017 ), 1591. Pierre Merriaux, Yohan Dupuis, R\u00e9mi Boutteau, Pascal Vasseur, and Xavier Savatier. 2017. A study of vicon system positioning performance. &lt;u&gt;Sensors&lt;\/u&gt; 17, 7 (2017), 1591."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","unstructured":"Georgios Pavlakos Luyang Zhu Xiaowei Zhou and Kostas Daniilidis. 2018. Learning to estimate 3D human pose and shape from a single color image. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 459--468.  Georgios Pavlakos Luyang Zhu Xiaowei Zhou and Kostas Daniilidis. 2018. Learning to estimate 3D human pose and shape from a single color image. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 459--468.","DOI":"10.1109\/CVPR.2018.00055"},{"key":"e_1_3_2_1_27_1","volume":"201","author":"Qi Charles R","unstructured":"Charles R Qi , Hao Su , Kaichun Mo , and Leonidas J Guibas. 201 7. Pointnet: Deep learning on point sets for 3d classification and segmentation. In &lt;u&gt;Proceedings of the IEEE conference on computer vision and pattern recognition.&lt;\/u&gt; 652--660. Charles R Qi, Hao Su, Kaichun Mo, and Leonidas J Guibas. 2017. Pointnet: Deep learning on point sets for 3d classification and segmentation. In &lt;u&gt;Proceedings of the IEEE conference on computer vision and pattern recognition.&lt;\/u&gt; 652--660.","journal-title":"Leonidas J Guibas."},{"key":"e_1_3_2_1_28_1","volume":"201","author":"Qi Charles Ruizhongtai","unstructured":"Charles Ruizhongtai Qi , Li Yi , Hao Su , and Leonidas J Guibas. 201 7. Pointnet++: Deep hierarchical feature learning on point sets in a metric space. In &lt;u&gt;Advances in neural information processing systems.&lt;\/u&gt; 5099--5108. Charles Ruizhongtai Qi, Li Yi, Hao Su, and Leonidas J Guibas. 2017. Pointnet++: Deep hierarchical feature learning on point sets in a metric space. In &lt;u&gt;Advances in neural information processing systems.&lt;\/u&gt; 5099--5108.","journal-title":"Leonidas J Guibas."},{"key":"e_1_3_2_1_29_1","volume-title":"Introduction to mmWave sensing: FMCW radars. &lt;u&gt;Texas Instruments (TI) mmWave Training Series&lt;\/u&gt","author":"Rao Sandeep","year":"2017","unstructured":"Sandeep Rao . 2017. Introduction to mmWave sensing: FMCW radars. &lt;u&gt;Texas Instruments (TI) mmWave Training Series&lt;\/u&gt ; ( 2017 ). Sandeep Rao. 2017. Introduction to mmWave sensing: FMCW radars. &lt;u&gt;Texas Instruments (TI) mmWave Training Series&lt;\/u&gt; (2017)."},{"key":"e_1_3_2_1_30_1","volume-title":"NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach. In &lt;u&gt;2020 IEEE Radar Conference (RadarConf20).&lt;\/u&gt","author":"Sengupta Arindam","unstructured":"Arindam Sengupta , Feng Jin , and Siyang Cao . 2020. NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach. In &lt;u&gt;2020 IEEE Radar Conference (RadarConf20).&lt;\/u&gt ; IEEE , 1--6. Arindam Sengupta, Feng Jin, and Siyang Cao. 2020. NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach. In &lt;u&gt;2020 IEEE Radar Conference (RadarConf20).&lt;\/u&gt; IEEE, 1--6."},{"key":"e_1_3_2_1_31_1","volume-title":"mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs. &lt;u&gt","author":"Sengupta Arindam","year":"2020","unstructured":"Arindam Sengupta , Feng Jin , Renyuan Zhang , and Siyang Cao . 2020. mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs. &lt;u&gt ; IEEE Sensors Journal &lt;\/u&gt; ( 2020 ). Arindam Sengupta, Feng Jin, Renyuan Zhang, and Siyang Cao. 2020. mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs. &lt;u&gt;IEEE Sensors Journal&lt;\/u&gt; (2020)."},{"key":"e_1_3_2_1_32_1","volume-title":"Gesture recognition using mm-wave sensor for human-car interface. &lt;u&gt","author":"Smith Karly A","year":"2018","unstructured":"Karly A Smith , Cl\u00e9ment Csech , David Murdoch , and George Shaker . 2018. Gesture recognition using mm-wave sensor for human-car interface. &lt;u&gt ; IEEE Sensors Letters &lt;\/u&gt; 2, 2 ( 2018 ), 1--4. Karly A Smith, Cl\u00e9ment Csech, David Murdoch, and George Shaker. 2018. Gesture recognition using mm-wave sensor for human-car interface. &lt;u&gt;IEEE Sensors Letters&lt;\/u&gt; 2, 2 (2018), 1--4."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"crossref","unstructured":"Yu Sun Yun Ye Wu Liu Wenpeng Gao YiLi Fu and Tao Mei. 2019. Human mesh recovery from monocular images via a skeleton-disentangled representation. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5349--5358.  Yu Sun Yun Ye Wu Liu Wenpeng Gao YiLi Fu and Tao Mei. 2019. Human mesh recovery from monocular images via a skeleton-disentangled representation. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5349--5358.","DOI":"10.1109\/ICCV.2019.00545"},{"key":"e_1_3_2_1_34_1","volume-title":"Can WiFi estimate person pose? &lt;u&gt;arXiv preprint arXiv:1904.00277&lt;\/u&gt","author":"Wang Fei","year":"2019","unstructured":"Fei Wang , Stanislav Panev , Ziyi Dai , Jinsong Han , and Dong Huang . 2019. Can WiFi estimate person pose? &lt;u&gt;arXiv preprint arXiv:1904.00277&lt;\/u&gt ; ( 2019 ). Fei Wang, Stanislav Panev, Ziyi Dai, Jinsong Han, and Dong Huang. 2019. Can WiFi estimate person pose? &lt;u&gt;arXiv preprint arXiv:1904.00277&lt;\/u&gt; (2019)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"Fei Wang Sanping Zhou Stanislav Panev Jinsong Han and Dong Huang. 2019. Person-in-WiFi: Fine-grained person perception using WiFi. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5452--5461.  Fei Wang Sanping Zhou Stanislav Panev Jinsong Han and Dong Huang. 2019. Person-in-WiFi: Fine-grained person perception using WiFi. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 5452--5461.","DOI":"10.1109\/ICCV.2019.00555"},{"key":"e_1_3_2_1_36_1","volume-title":"Estimating Human Shape Under Clothing from Single Frontal View Point Cloud of a Dressed Human. In &lt;u&gt;2019 IEEE International Conference on Image Processing (ICIP).&lt;\/u&gt","author":"Wang Jialu","unstructured":"Jialu Wang , Zongqing Lu , and Qingmin Liao . 2019. Estimating Human Shape Under Clothing from Single Frontal View Point Cloud of a Dressed Human. In &lt;u&gt;2019 IEEE International Conference on Image Processing (ICIP).&lt;\/u&gt ; IEEE , 330--334. Jialu Wang, Zongqing Lu, and Qingmin Liao. 2019. Estimating Human Shape Under Clothing from Single Frontal View Point Cloud of a Dressed Human. In &lt;u&gt;2019 IEEE International Conference on Image Processing (ICIP).&lt;\/u&gt; IEEE, 330--334."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"Kangkan Wang Jin Xie Guofeng Zhang Lei Liu and Jian Yang. 2020. Sequential 3D Human Pose and Shape Estimation From Point Clouds. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 7275--7284.  Kangkan Wang Jin Xie Guofeng Zhang Lei Liu and Jian Yang. 2020. Sequential 3D Human Pose and Shape Estimation From Point Clouds. In &lt;u&gt;Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 7275--7284.","DOI":"10.1109\/CVPR42600.2020.00730"},{"key":"e_1_3_2_1_38_1","volume-title":"Remote Monitoring of Human Vital Signs Based on 77-GHz mm-Wave FMCW Radar. &lt;u&gt;Sensors&lt;\/u&gt","author":"Wang Yong","year":"2020","unstructured":"Yong Wang , Wen Wang , Mu Zhou , Aihu Ren , and Zengshan Tian . 2020. Remote Monitoring of Human Vital Signs Based on 77-GHz mm-Wave FMCW Radar. &lt;u&gt;Sensors&lt;\/u&gt ; 20, 10 ( 2020 ), 2999. Yong Wang, Wen Wang, Mu Zhou, Aihu Ren, and Zengshan Tian. 2020. Remote Monitoring of Human Vital Signs Based on 77-GHz mm-Wave FMCW Radar. &lt;u&gt;Sensors&lt;\/u&gt; 20, 10 (2020), 2999."},{"key":"e_1_3_2_1_39_1","volume-title":"Huining Li, Chen Song, Kun Wang, and Wenyao Xu.","author":"Xu Chenhan","year":"2019","unstructured":"Chenhan Xu , Zhengxiong Li , Hanbin Zhang , Aditya Singh Rathore , Huining Li, Chen Song, Kun Wang, and Wenyao Xu. 2019 . Waveear : Exploring a mmwave-based noise-resistant speech sensing for voice-user interface. In &lt;u&gt;Proceedings of the 17th Annual International Conference on Mobile Systems, Applications&lt;\/u&gt;, and Services . 14--26. Chenhan Xu, Zhengxiong Li, Hanbin Zhang, Aditya Singh Rathore, Huining Li, Chen Song, Kun Wang, and Wenyao Xu. 2019. Waveear: Exploring a mmwave-based noise-resistant speech sensing for voice-user interface. In &lt;u&gt;Proceedings of the 17th Annual International Conference on Mobile Systems, Applications&lt;\/u&gt;, and Services. 14--26."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3181973"},{"key":"e_1_3_2_1_41_1","volume-title":"MU-ID: Multi-user Identification Through Gaits Using Millimeter Wave Radios. In &lt;u&gt","author":"Yang Xin","year":"2020","unstructured":"Xin Yang , Jian Liu , Yingying Chen , Xiaonan Guo , and Yucheng Xie . 2020. MU-ID: Multi-user Identification Through Gaits Using Millimeter Wave Radios. In &lt;u&gt ;IEEE INFOCOM 2020 -IEEE Conference on Computer Communications.&lt;\/u&gt; IEEE , 2589--2598. Xin Yang, Jian Liu, Yingying Chen, Xiaonan Guo, and Yucheng Xie. 2020. MU-ID: Multi-user Identification Through Gaits Using Millimeter Wave Radios. In &lt;u&gt;IEEE INFOCOM 2020-IEEE Conference on Computer Communications.&lt;\/u&gt; IEEE, 2589--2598."},{"key":"e_1_3_2_1_42_1","volume-title":"Bodyfusion: Real-time capture of human motion and surface geometry using a single depth camera. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt","author":"Yu Tao","year":"2017","unstructured":"Tao Yu , Kaiwen Guo , Feng Xu , Yuan Dong , Zhaoqi Su , Jianhui Zhao , Jianguo Li , Qionghai Dai , and Yebin Liu . 2017 . Bodyfusion: Real-time capture of human motion and surface geometry using a single depth camera. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt ; 910--919. Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, and Yebin Liu. 2017. Bodyfusion: Real-time capture of human motion and surface geometry using a single depth camera. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 910--919."},{"key":"e_1_3_2_1_43_1","volume":"201","author":"Zaheer Manzil","unstructured":"Manzil Zaheer , Satwik Kottur , Siamak Ravanbakhsh , Barnabas Poczos , Russ R Salakhutdinov , and Alexander J Smola. 201 7. Deep sets. In &lt;u&gt;Advances in neural information processing systems.&lt;\/u&gt; 3391--3401. Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh, Barnabas Poczos, Russ R Salakhutdinov, and Alexander J Smola. 2017. Deep sets. In &lt;u&gt;Advances in neural information processing systems.&lt;\/u&gt; 3391--3401.","journal-title":"Alexander J Smola."},{"key":"e_1_3_2_1_44_1","volume-title":"Human tracking and activity monitoring using 60 GHz mmWave. In &lt;u&gt;2016 15th ACM\/IEEE International Conference on Information Processing in Sensor Networks (IPSN).&lt;\/u&gt","author":"Zeng Yunze","unstructured":"Yunze Zeng , Parth H Pathak , Zhicheng Yang , and Prasant Mohapatra . 2016. Human tracking and activity monitoring using 60 GHz mmWave. In &lt;u&gt;2016 15th ACM\/IEEE International Conference on Information Processing in Sensor Networks (IPSN).&lt;\/u&gt ; IEEE , 1--2. Yunze Zeng, Parth H Pathak, Zhicheng Yang, and Prasant Mohapatra. 2016. Human tracking and activity monitoring using 60 GHz mmWave. In &lt;u&gt;2016 15th ACM\/IEEE International Conference on Information Processing in Sensor Networks (IPSN).&lt;\/u&gt; IEEE, 1--2."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"crossref","unstructured":"Jason Y Zhang Panna Felsen Angjoo Kanazawa and Jitendra Malik. 2019. Predicting 3d human dynamics from video. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 7114--7123.  Jason Y Zhang Panna Felsen Angjoo Kanazawa and Jitendra Malik. 2019. Predicting 3d human dynamics from video. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 7114--7123.","DOI":"10.1109\/ICCV.2019.00721"},{"key":"e_1_3_2_1_46_1","volume-title":"Real-time human motion behavior detection via CNN using mmWave radar. &lt;u&gt","author":"Zhang Renyuan","year":"2018","unstructured":"Renyuan Zhang and Siyang Cao . 2018. Real-time human motion behavior detection via CNN using mmWave radar. &lt;u&gt ; IEEE Sensors Letters &lt;\/u&gt; 3, 2 ( 2018 ), 1--4. Renyuan Zhang and Siyang Cao. 2018. Real-time human motion behavior detection via CNN using mmWave radar. &lt;u&gt;IEEE Sensors Letters&lt;\/u&gt; 3, 2 (2018), 1--4."},{"key":"e_1_3_2_1_47_1","volume-title":"Yonglong Tian, Hang Zhao, Antonio Torralba, and Dina Katabi.","author":"Zhao Mingmin","year":"2018","unstructured":"Mingmin Zhao , Tianhong Li , Mohammad Abu Alsheikh , Yonglong Tian, Hang Zhao, Antonio Torralba, and Dina Katabi. 2018 . Through-wall human pose estimation using radio signals. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition .&lt;\/u&gt; 7356--7365. Mingmin Zhao, Tianhong Li, Mohammad Abu Alsheikh, Yonglong Tian, Hang Zhao, Antonio Torralba, and Dina Katabi. 2018. Through-wall human pose estimation using radio signals. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 7356--7365."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"crossref","unstructured":"Mingmin Zhao Yingcheng Liu Aniruddh Raghu Tianhong Li Hang Zhao Antonio Torralba and Dina Katabi. 2019. Through-wall human mesh recovery using radio signals. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 10113--10122.  Mingmin Zhao Yingcheng Liu Aniruddh Raghu Tianhong Li Hang Zhao Antonio Torralba and Dina Katabi. 2019. Through-wall human mesh recovery using radio signals. In &lt;u&gt;Proceedings of the IEEE International Conference on Computer Vision.&lt;\/u&gt; 10113--10122.","DOI":"10.1109\/ICCV.2019.01021"},{"key":"e_1_3_2_1_49_1","volume-title":"Tianhong Li, Rumen Hristov, Zachary Kabelac, Dina Katabi, and Antonio Torralba.","author":"Zhao Mingmin","year":"2018","unstructured":"Mingmin Zhao , Yonglong Tian , Hang Zhao , Mohammad Abu Alsheikh , Tianhong Li, Rumen Hristov, Zachary Kabelac, Dina Katabi, and Antonio Torralba. 2018 . RF-based 3D skeletons. In &lt;u&gt;Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication.&lt;\/u&gt; 267--281. Mingmin Zhao, Yonglong Tian, Hang Zhao, Mohammad Abu Alsheikh, Tianhong Li, Rumen Hristov, Zachary Kabelac, Dina Katabi, and Antonio Torralba. 2018. RF-based 3D skeletons. In &lt;u&gt;Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication.&lt;\/u&gt; 267--281."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"crossref","unstructured":"Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang and Hao Li. 2019. On the continuity of rotation representations in neural networks. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 5745--5753.  Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang and Hao Li. 2019. On the continuity of rotation representations in neural networks. In &lt;u&gt;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.&lt;\/u&gt; 5745--5753.","DOI":"10.1109\/CVPR.2019.00589"},{"key":"e_1_3_2_1_51_1","volume-title":"3D Human Shape Reconstruction from a Polarization Image. &lt;u&gt;arXiv preprint arXiv:2007.09268&lt;\/u&gt","author":"Zou Shihao","year":"2020","unstructured":"Shihao Zou , Xinxin Zuo , Yiming Qian , Sen Wang , Chi Xu , Minglun Gong , and Li Cheng . 2020. 3D Human Shape Reconstruction from a Polarization Image. &lt;u&gt;arXiv preprint arXiv:2007.09268&lt;\/u&gt ; ( 2020 ). Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, and Li Cheng. 2020. 3D Human Shape Reconstruction from a Polarization Image. &lt;u&gt;arXiv preprint arXiv:2007.09268&lt;\/u&gt; (2020)."}],"event":{"name":"MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services","location":"Virtual Event Wisconsin","acronym":"MobiSys '21","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"]},"container-title":["Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3458864.3467679","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3458864.3467679","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3458864.3467679","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:24:55Z","timestamp":1750195495000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3458864.3467679"}},"subtitle":["towards 3D real-time dynamic human mesh construction using millimeter-wave"],"short-title":[],"issued":{"date-parts":[[2021,6,24]]},"references-count":51,"alternative-id":["10.1145\/3458864.3467679","10.1145\/3458864"],"URL":"https:\/\/doi.org\/10.1145\/3458864.3467679","relation":{},"subject":[],"published":{"date-parts":[[2021,6,24]]},"assertion":[{"value":"2021-06-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}