商品描述
This book "Digital Image Forgery Detection: Techniques, Challenges and Applications" presents a comprehensive yet concise information related to image forgery detection. The increasing number of manipulated digital images; ranging from simple photo editing to sophisticated computer generated images has raised significant concerns regarding the authenticity of visual information conveyed through images. This book introduces various types of digital image forgeries and addresses the technical and practical aspects of digital image forgery detection. Traditional and current machine learning-based approaches for forgery detection in digital images have been reviewed. Targeted at technical students, researchers, forensic analysts, and professionals in the fields of image forensics, cybersecurity, and computer vision, this Springer Briefs will serve as a guide to one of the most important problems in the digital age.
商品描述(中文翻譯)
本書《數位影像偽造檢測：技術、挑戰與應用》提供了與影像偽造檢測相關的全面而簡明的信息。隨著被操控的數位影像數量不斷增加，從簡單的照片編輯到複雜的電腦生成影像，這引發了對透過影像傳遞的視覺信息真實性的重大關注。
本書介紹了各種類型的數位影像偽造，並探討了數位影像偽造檢測的技術和實務面向。對於數位影像中的偽造檢測，傳統和當前基於機器學習的方法進行了回顧。
本書針對技術學生、研究人員、法醫分析師以及影像法醫學、網路安全和計算機視覺領域的專業人士，將作為數位時代最重要問題之一的指南。
作者簡介
Prof. Vipin Tyagi is a distinguished academician, researcher, and author, currently serving as Dean (Academic and Research) at Jaypee University of Engineering and Technology in Guna, Madhya Pradesh, India. His expertise spans across image processing and cyber forensics. Prof. Tyagi has a prolific publication record, contributing significantly to his fields of interest. His scholarly work includes numerous journal articles, conference papers, and books. Some of his notable publications are in the areas of image forgery detection, image denoising, and content-based image retrieval. He has authored and edited several books and papers in the field of computing and data sciences, such as "Predictive Computing and Information Security" and "Content-Based Image Retrieval: Ideas, Influences, and Current Trends" published by Springer Singapore, "Understanding Digital Image Processing" by CRC Press, Taylor and Francis Group. His scholarly work has earned him a respectable h-index and numerous citations in the academic community. In addition to his academic pursuits, Prof. Tyagi has been actively involved in professional societies. He is a senior life member of the Computer Society of India, a Fellow of the IETE, Senior Member--IEEE, and a member of the Indian Science Congress Association, ACM. He was elected as president and recorder of Engineering Science Section of Indian Science Congress Association. He has also served as Hon. National Secretary of the Computer Society of India. Prof. Tyagi is elected as member Board of Governors of Engineering Council of India, third time consecutively (2020-2022, 2022-2024, 2024-2026).
作者簡介(中文翻譯)
維平·泰雅基教授是一位傑出的學者、研究者和作者，目前擔任印度中央邦古納的傑普大學工程與技術學院學術與研究院院長。他的專業領域涵蓋影像處理和網路取證。
泰雅基教授擁有豐富的出版紀錄，對其研究領域做出了重要貢獻。他的學術作品包括多篇期刊文章、會議論文和書籍。他在影像偽造檢測、影像去噪和基於內容的影像檢索等領域的著作尤為突出。他撰寫和編輯了多本計算和數據科學領域的書籍和論文，如由新加坡斯普林格出版的《預測計算與資訊安全》和《基於內容的影像檢索：理念、影響與當前趨勢》，以及由CRC Press、泰勒與弗朗西斯集團出版的《理解數位影像處理》。
他的學術工作為他贏得了可觀的h指數和在學術界的眾多引用。
除了學術追求外，泰雅基教授還積極參與專業社團。他是印度計算機學會的資深終身會員、電子與電氣工程師學會（IETE）院士、IEEE的資深會員，以及印度科學大會協會和ACM的成員。他曾被選為印度科學大會協會工程科學部的主席和記錄員。他還擔任過印度計算機學會的榮譽國家秘書。泰雅基教授連續三次當選為印度工程委員會的董事會成員（2020-2022、2022-2024、2024-2026）。
