Multimodal Biometric Identification System: Case Study of Real-Time Implementation (多模態生物識別系統：即時實施案例研究)

本書提出了一種新穎的多模態生物識別融合方法，使用隨機選擇的生物特徵，涵蓋了一種新的特徵提取方法以及一個新的感測器層級和特徵層級融合框架。目前大多數生物識別系統使用的是單模態系統，這些系統存在若干限制。

Sampada Dhole has completed his PhD in Electronics from Bharati Vidyapeeth (Deemed to be University) College of Engineering, India, in 2017 with specialisation in Image Processing and Biometrics. Her research interest includes the Image Processing and Multimodal. She has published more than 30 research papers including 7 Scopus indexed. She has filed 2 patents and 1 copyright in her technical field. She has worked as a Reviewer for many International and National Conferences. She is working as Assistant Professor in the Department of E&TC at Bharati Vidyapeeth's College of Engineering for Women, SPPU, Pune, India. She has 21 years of teaching experience. She is a member of the Technical Society ISTE, India.

Vinayak Bairagi has completed ME (Electronics) from Sinhgad COE, Pune, India, in 2007 (1st Rank in SPPU). Savitribai Phule Pune University has awarded him a PhD degree in Engineering. He has teaching experience of 13 years and research experience of 8 years. He has filed 12 patents and 5 copyrights in his technical field. He has published more than 60 papers, of which 26 papers are in international journals. He has authored/edited more than eight books/book chapters with multiple publishing concerns and he is a reviewer for nine scientific journals. He has received grants from DST SERB, UoP-BUCD, GYTI. He has received more than 14 awards, which include the National Level Young Engineer Award (2014), the ISTE National level Young Researcher Award (2015) for his excellence in the field of engineering, and IETE M N SAHA Memorial Award-2018. He is a member of INENG (UK), IETE (India), ISTE (India), and IEI & BMS (India). He had worked on Image Compression at the College of Engineering, Pune, under Pune University. His main research interests include Medical Imaging, Machine Learning, Computer-Aided Diagnosis, and Medical Signal Processing. Currently, he is associated with the AISSMS Institute of Information Technology, Pune, India, as Professor in Electronics and Telecommunication Engineering. He is a recognised PhD guide in Electronics Engineering of Savitribai Phule Pune University. Presently he is guiding seven PhD students.

Sampada Dhole於2017年在印度Bharati Vidyapeeth（被認定為大學）工程學院獲得電子學博士學位，專攻影像處理和生物識別技術。她的研究興趣包括影像處理和多模態。她已發表超過30篇研究論文，其中7篇被Scopus索引。她在其技術領域申請了2項專利和1項著作權。她曾擔任多個國際和國內會議的審稿人。她目前在印度浦那的Bharati Vidyapeeth女子工程學院的電子與通信工程系擔任助理教授，擁有21年的教學經驗。她是印度技術學會ISTE的成員。

Vinayak Bairagi於2007年在印度浦那的Sinhgad工程學院獲得電子學碩士學位（在SPPU中排名第一）。Savitribai Phule Pune University授予他工程學博士學位。他擁有13年的教學經驗和8年的研究經驗。他在其技術領域申請了12項專利和5項著作權。他已發表超過60篇論文，其中26篇在國際期刊上發表。他編著或編輯了超過八本書籍/書章，並擔任九本科學期刊的審稿人。他曾獲得DST SERB、UoP-BUCD、GYTI的資助。他獲得了超過14項獎項，包括2014年的全國青年工程師獎、2015年的ISTE全國青年研究者獎，以表彰他在工程領域的卓越表現，以及2018年的IETE M N SAHA紀念獎。他是INENG（英國）、IETE（印度）、ISTE（印度）和IEI & BMS（印度）的成員。他曾在浦那的工程學院從事影像壓縮的研究，隸屬於浦那大學。他的主要研究興趣包括醫學影像、機器學習、計算機輔助診斷和醫學信號處理。目前，他在印度浦那的AISSMS資訊技術學院擔任電子與通信工程教授。他是Savitribai Phule Pune University電子工程的認可博士生導師，目前指導七名博士生。