Triangle Mesh Watermarking and Steganography

Zhou, Hang, Chen, Kejiang, Ma, Zehua

  • 出版商: Springer
  • 出版日期: 2024-02-02
  • 售價: $7,780
  • 貴賓價: 9.5$7,391
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811977224
  • ISBN-13: 9789811977220
  • 相關分類: GAN 生成對抗網絡
  • 海外代購書籍(需單獨結帳)

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商品描述

This book provides a systematic overview of watermarking and steganography methods for triangle meshes related to computer graphics and security. The significance of this research has been well recognized by the growing body of work on watermarking, steganography and steganalysis of 3D meshes. With the evolution of the CAD industry and real-world end-user applications such as virtual reality (VR) and 3D printing, 3D meshes have attracted world-wide attention. Besides, the flexible data structure of 3D geometry provides enough space to embed secret information, making it ideal for applications such as copyright protection and covert communication.

Our goal of the book is to allow readers to systematically understand 3D mesh information hiding technology and its applications as a whole. The book outlines comprehensive techniques, including handcrafted and deep learning-based techniques, digital and physical techniques in the literature and provides standard evaluation metrics for triangle meshes. The up-to-date geometrical deep learning and 3D printing-related algorithms are also covered. Offering a rich blend of ideas and algorithms, the book is up-to-date and self-contained. It is an excellent reference resource for users who are seeking 3D mesh watermarking and steganography algorithms, as well as for graduate students and researchers wanting to grasp the frontiers of triangular mesh processing on data hiding.


商品描述(中文翻譯)

本書系統性地概述了與計算機圖形學和安全性相關的三角網格水印和隱寫術方法。隨著對3D網格水印、隱寫術和隱寫分析的研究逐漸增多,這項研究的重要性已獲得廣泛認可。隨著CAD產業的發展以及虛擬實境(VR)和3D列印等現實世界終端用戶應用的興起,3D網格引起了全球的關注。此外,3D幾何的靈活數據結構提供了足夠的空間來嵌入秘密信息,使其成為版權保護和隱秘通信等應用的理想選擇。

本書的目標是讓讀者系統性地理解3D網格信息隱藏技術及其應用。書中概述了全面的技術,包括手工製作和基於深度學習的技術、文獻中的數字和物理技術,並提供了三角網格的標準評估指標。此外,書中還涵蓋了最新的幾何深度學習和與3D列印相關的算法。本書提供了豐富的思想和算法,內容更新且自成體系。對於尋求3D網格水印和隱寫術算法的用戶,以及希望掌握數據隱藏的三角網格處理前沿的研究生和研究人員來說,這是一本極佳的參考資源。

作者簡介

Hang Zhou is an expert in the fields of 3D vision and graphics. He is currently a Postdoc Fellow at GrUVi, School of Computer Science, Simon Fraser University, Canada. He has received the best paper award of IJCAI workshop on safety and security of deep learning in 2021, outstanding doctoral dissertation of Chinese Academy of Sciences in 2020, the President Scholarship of Chinese Academy of Sciences in 2020 and Cyberspace Security Scholarship of China in 2018.

Kejiang Chen is an expert in the fields of information hiding. He is currently an associate researcher at School of Cyberspace Science and Technology, University of Science and Technology of China. He has received the best student paper award of ACM workshop on Information Hiding and Multimedia Security in 2018, ACM SIGWEB CHINA outstanding doctoral dissertation in 2021 and Cyberspace Security Scholarship of China in 2019. He has published more than 30 papers about information hiding in journals andconferences.

Zehua Ma is now a Ph.D. candidate in Information Process Center and Key Laboratory of Electromagnetic Space Information (Chinese Academy of Science), School of Information Science and Technology, University of Science and Technology of China. His research interests include image watermarking, image processing, and 3D printing.

Feng Wang is now an engineer at Megvii. He graduated from University of Science and Technology of China with a master degree. His research interests include geometric analysis and computer vision.

Weiming Zhang is a leading expert in the fields of information hiding, multimedia security, and privacy-preserving data searching and analysis. He is currently a Professor at the in Information Process Center and Key Laboratory of Electromagnetic Space Information (Chinese Academy of Science), School of Information Science and Technology, University of Science and Technology of China. He has published more than 200 papers in journals and conferences including TIT, TIFS, TIP, TVCG, TCOMM, TDSC, CVPR, ICCV, AAAI, INFOCOM and ACM MM. He has receive the first prize of Anhui natural science and the special prize for teaching achievement.


作者簡介(中文翻譯)

杭州是一位在3D視覺和圖形領域的專家。他目前是加拿大西門菲莎大學計算機科學學院GrUVi的博士後研究員。他於2021年獲得IJCAI深度學習安全與保安研討會最佳論文獎,2020年獲得中國科學院優秀博士論文獎,2020年獲得中國科學院院長獎學金,以及2018年獲得中國網絡空間安全獎學金。

陳克江是一位在信息隱藏領域的專家。他目前是中國科學技術大學網絡空間科學與技術學院的副研究員。他於2018年獲得ACM信息隱藏與多媒體安全研討會最佳學生論文獎,2021年獲得ACM SIGWEB CHINA優秀博士論文獎,以及2019年獲得中國網絡空間安全獎學金。他在期刊和會議上發表了超過30篇有關信息隱藏的論文。

馬澤華目前是中國科學技術大學信息科學與技術學院電磁空間信息重點實驗室的信息處理中心的博士候選人。他的研究興趣包括圖像水印、圖像處理和3D列印。

王峰目前是Megvii的一名工程師。他畢業於中國科學技術大學,獲得碩士學位。他的研究興趣包括幾何分析和計算機視覺。

張偉明是信息隱藏、多媒體安全以及隱私保護數據搜索和分析領域的領軍專家。他目前是中國科學技術大學信息科學與技術學院電磁空間信息重點實驗室的信息處理中心的教授。他在包括TIT、TIFS、TIP、TVCG、TCOMM、TDSC、CVPR、ICCV、AAAI、INFOCOM和ACM MM等期刊和會議上發表了超過200篇論文。他獲得了安徽省自然科學一等獎和教學成果特等獎。