Human Reconstruction Using Mmwave Technology
暫譯: 使用毫米波技術的人體重建

Kong, Hao, Yu, Jiadi, Shen

Human Reconstruction Using Mmwave Technology
  • 出版商: Springer
  • 出版日期: 2025-10-14
  • 售價: $2,360
  • 貴賓價: 9.5 折 $2,242
  • 語言: 英文
  • 頁數: 122
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3032011485
  • ISBN-13: 9783032011480
  • 相關分類: Raspberry Pi

    • 海外代購書籍(需單獨結帳)

商品描述

This book introduces human reconstruction technologies in smart homes leveraging mmWave signals. It begins by presenting the overview of human reconstruction and the development of mmWave sensing technology. The authors introduce a mmWave sensing-based human posture reconstruction approach, which exploits mmWave signals to sense and track multiple users' postures as they move, walk or sit. It also presents a facial expression reconstruction system that reconstructs 3D human faces and continuously exhibits facial expressions using mmWave. The authors describe a hand gesture reconstruction system that utilizes mmWave signals to generate 3D hand skeletons and reconstruct hand meshes. A thorough investigation of state-of-art research work is further presented covering human reconstruction, mmWave sensing and mmWave-based human reconstruction. Finally, conclusions and the direction of future research are highlighted for this book.

Human and the cyberworld are moving towards high synchronization as more IoT devices are integrated in smart homes. By reconstructing human postures, facial expressions, and hand gestures in the cyberworld, a virtual human avatar can map the state of human into the physical world and deeply integrate reality and virtuality. The process strongly energizes emerging applications such as virtual reality, augmented reality, meta-universe, immersive games, etc.

This book targets graduate-level students majoring in the computer science and engineering, and electrical engineering. Professionals working in wireless signal-based human sensing will also find this book a valuable resource.

商品描述(中文翻譯)

本書介紹了利用毫米波（mmWave）信號在智慧家庭中的人類重建技術。首先，書中概述了人類重建的背景及毫米波感測技術的發展。作者提出了一種基於毫米波感測的人體姿勢重建方法，該方法利用毫米波信號來感測和追蹤多個用戶在移動、行走或坐下時的姿勢。此外，書中還介紹了一個面部表情重建系統，該系統能夠重建三維人臉並持續展示面部表情，使用毫米波技術。作者描述了一個手勢重建系統，該系統利用毫米波信號生成三維手部骨架並重建手部網格。書中還深入探討了當前最前沿的研究工作，涵蓋了人類重建、毫米波感測及基於毫米波的人類重建。最後，書中強調了結論及未來研究的方向。

隨著越來越多的物聯網（IoT）設備整合進入智慧家庭，人類與網絡世界正朝向高度同步發展。通過在網絡世界中重建人類姿勢、面部表情和手勢，虛擬人類化身可以將人類的狀態映射到物理世界，並深度整合現實與虛擬。這一過程強烈促進了虛擬實境、擴增實境、元宇宙、沉浸式遊戲等新興應用的發展。

本書的目標讀者為計算機科學與工程及電機工程的研究生。從事基於無線信號的人類感測的專業人士也會發現本書是一本有價值的資源。

作者簡介

Dr. Hao Kong is currently an assistant professor in School of Computer Engineering and Science, Shanghai University. He received his Ph.D. degree in the Department of Computer Science and Engineering of Shanghai Jiao Tong University, in 2023. From February 2022 to February 2023, he visited the Broadband Communications Research (BBCR) Lab, Department of Electrical and Computer Engineering, University of Waterloo, Canada. His research focuses on Internet of Things, wireless sensing and mobile computing. He has published over 10 papers on high-reputation journals and conferences, including IEEE TMC, IEEE/ACM TON, IEEE COMST, ACM MobiSys, ACM MobiHoc, IEEE INFOCOM, etc., and one monograph.

Dr. Jiadi Yu received the PhD degree in computer science from Shanghai Jiao Tong University, China, in Jun. 2007. After that, he was at Shanghai Jiao Tong University, China, (from Jul. 2007 to Jan. 2009) and Stevens Institute of Technology, USA, (from Feb. 2009 to Dec. 2011), respectively, as Postdoctoral research associate in computer science. And then, he joined Dept. of Computer Science and Engineering, Shanghai Jiao Tong University as assistant professor. He is currently an Associate Professor in Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China. Dr. Yu is an active and accomplished researcher in the field of Mobile Computing and Sensing, Cyber Security and Privacy, and Internet of Things. He has published more than 100 refereed paper including ACM MobiCom, ACM MobiSys, ACM MobiHoc, ACM UbiComp, IEEE INFOCOM, IEEE ICDCS, IEEE TMC, IEEE ToN, IEEE TPDS, etc. His works were reported in IEEE Xplore Innovation Spotlight, 2017, and IEEE Spectrum, 2019. He was Publicity Co-Chair of IEEE DySPAN 2019 and ACM WiSec 2019, and was TPC Member of IEEE INFOCOM(2016-2022), AAAI 2022, IEEE ICDCS 2022, IEEE ICPADS(2014, 2019，2020), etc.

作者簡介(中文翻譯)

Dr. Hao Kong 目前是上海大學計算機工程與科學學院的助理教授。他於2023年在上海交通大學計算機科學與工程系獲得博士學位。從2022年2月到2023年2月，他曾訪問加拿大滑鐵盧大學電機與計算機工程系的寬頻通信研究（BBCR）實驗室。他的研究專注於物聯網、無線感測和移動計算。他在多個高聲望的期刊和會議上發表了超過10篇論文，包括 IEEE TMC、IEEE/ACM TON、IEEE COMST、ACM MobiSys、ACM MobiHoc、IEEE INFOCOM 等，並出版了一本專著。

Dr. Jiadi Yu 於2007年6月在中國上海交通大學獲得計算機科學博士學位。此後，他分別在上海交通大學（2007年7月至2009年1月）和美國史蒂文斯理工學院（2009年2月至2011年12月）擔任計算機科學的博士後研究助理。隨後，他加入上海交通大學計算機科學與工程系擔任助理教授。目前，他是上海交通大學計算機科學與工程系的副教授。Dr. Yu 是移動計算與感測、網絡安全與隱私以及物聯網領域的活躍且成就卓著的研究者。他發表了超過100篇經過審核的論文，包括 ACM MobiCom、ACM MobiSys、ACM MobiHoc、ACM UbiComp、IEEE INFOCOM、IEEE ICDCS、IEEE TMC、IEEE ToN、IEEE TPDS 等。他的研究成果曾在 IEEE Xplore Innovation Spotlight（2017年）和 IEEE Spectrum（2019年）報導。他是 IEEE DySPAN 2019 和 ACM WiSec 2019 的公關共同主席，並曾擔任 IEEE INFOCOM（2016-2022）、AAAI 2022、IEEE ICDCS 2022、IEEE ICPADS（2014、2019、2020）等會議的程序委員會成員。

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