Mathematical Models for Remote Sensing Image Processing: Models and Methods for the Analysis of 2D Satellite and Aerial Images
暫譯: 遙感影像處理的數學模型：二維衛星與空中影像分析的模型與方法

介紹「信號與通信技術」系列

專注於現代信號處理方法的基本原理和應用，以及尖端通信技術

涵蓋主要主題，如信息與信號理論、聲學信號處理、影像處理和多媒體系統

描述行動和無線通信，以及計算機和通信網絡

針對學術界和工業研發部門的研究人員

Gabriele Moser received the laurea (M.Sc. equivalent) degree in telecommunications engineering, and the Ph.D. degree in space sciences and engineering from the University of Genoa, Italy, in 2001 and 2005, respectively. Since 2014, he has been an associate professor of telecommunications at the University of Genoa. Since 2001, he has cooperated with the Image Processing and Pattern Recognition for Remote Sensing laboratory of the University of Genoa. Since 2013, he has been the Head of the Remote Sensing for Environment and Sustainability laboratory at the Savona Campus of the University of Genoa. From January to March 2004, he was a visiting student at INRIA, Sophia Antipolis, France. In 2016, he spent a period as visiting professor at the National Polytechnic Institute of Toulouse, France. From 2012 to 2016, he was an external collaborator of the Ayin laboratory at INRIA, Sophia Antipolis, France.

He is co-author of more than 150 scientific publications in journals, international edited books, and conference proceedings. His research activity is focused on pattern recognition and image processing methodologies for remote sensing and energy applications.

He has been a Senior Member of the IEEE since 2014. He received the "Alessandro and Rinaldo Viviani 2002" laurea thesis award issued by the Italian Electrical and Electronic Association, the Best Paper Award at the 2010 IEEE Workshop on Hyperspectral Image and Signal Processing, and the Interactive Symposium Paper Award at the 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016).

He has been an area editor of Pattern Recognition Letters (PRL) since 2015, and an associate editor of the IEEE Geoscience and Remote Sensing Letters since 2008. He was an associate editor of PRL from 2011 to 2015, and guest co-editor of the September 2015 special issue of the IEEE Geoscience and Remote Sensing Magazine. He served as chairman of the Image Analysis andData Fusion Technical Committee (IADF TC) of the IEEE Geoscience and Remote Sensing Society (GRSS) from 2013 to 2015, and has been serving as IADF TC co-chair since 2015. He was publication co-chair of IGARSS 2015, technical program co-chair of the first edition of the IEEE GRSS EARTHVISION workshop at the 2015 IEEE/CVF Computer Vision and Pattern Recognition (CVPR 2015) conference, and co-organizer of the second edition of EARTHVISION at CVPR 2017.

At the University of Genoa, he has been teaching courses on pattern recognition, image processing, remote sensing, and electrical communications in undergraduate, graduate, and doctoral programs. He is the author of two Italian textbooks for a graduate course on remote sensing (2007) and for a doctoral course on multivariate feature space transformations (2011).

He has been involved in the technical and management activities of several scientific and applicative projects related to the exploitation of remote sensing data and funded by the European Commission, the Italian Space Agency, the Italian Ministry of Education, University, and Research, the Italian Department of Civil Protection, and regional authorities.

Josiane Zerubia has been a permanent research scientist at INRIA since 1989 and director of research since July 1995. She was head of the PASTIS remote sensing laboratory (INRIA Sophia-Antipolis) from mid-1995 to 1997 and of the Ariana research group (INRIA/CNRS/University of Nice), which worked on inverse problems in remote sensing, from 1998 to 2011. From 2012 to 2016, she was head of Ayin research group (INRIA-SAM) dedicated to models of spatio-temporal structure for high-resolution image processing with a focus on remote sensing. She has been professor of advanced techniques in remote sensing image processing at SUPAERO (ISAE) in Toulouse since 1999.

Before that, she was with the Signal and Image Processing Institute of the University of Southern California (USC) in Los-Angeles as a postdoc. She also worked as a researcher for the LASSY (University of Nice/CNRS) from 1984 to 1988 and in the Research Laboratory of Hewlett Packard in France and in Palo-Alto (CA) from 1982 to 1984. She received the M.Sc. degree from the Department of Electrical Engineering at ENSIEG, Grenoble, France in 1981, the Doctor of Engineering degree, her Ph.D. and her 'Habilitation', in 1986, 1988, and 1994 respectively, all from the University of Nice Sophia-Antipolis, France.

She is author or co-author of more than 350 scientific publications in international journals, edited books and conference proceedings.

She is a Fellow of the IEEE (2003- ) and IEEE Signal Processing Society Distinguished Lecturer (2016-2017). She was associate editor of IEEE Transactions on Image Processing (TIP) from 1998 to 2002; area editor of IEEE TIP from 2003 to 2006; guest co-editor of a special issue of IEEE Transactions on Pattern Analysis and Machine Intelligence in 2003; member of the editorial board of the International Journal of Computer Vision from 2004 till March 2013 and member-at-large of the Board of Governors of the IEEE Signal Processing Society from 2002 to 2004. She has also been a member of the editorial board of the French Society for Photogrammetry and Remote Sensing (SFPT) since 1998, of the Foundation and Trends in Signal Processing since 2007. She has been associate editor of the on-line resource: Earthzine (IEEE CEO and GEOSS).

She was co-chair of two workshops on Energy Minimization Methods in Computer Vision and Pattern Recognition (2001 and 2003); co-chair of a workshop on Image Processing and Related Mathematical Fields (2002); technical program chair of a workshop on Photogrammetry and Remote Sensing for Urban Areas (2003); co-chair of the special sessions at IEEE ICASSP 2006 and IEEE ISBI 2008; publicity chair of IEEE ICIP 2011; tutorial co-chair of IEEE ICIP 2014; general co-chair of the workshop EARTHVISION at IEEE CVPR 2015 and plenary talk co-chair of IEEE-EURASIP EUSIPCO 2015. She is co-chair of the workshop EARTHVISION at IEEE CVPR 2017 and part of the organizing committee of ISPRS 2020 congress.

Her main research interest is in image processing using probabilistic models. She also works on parameter estimation, statistical learning and optimization techniques.

**Gabriele Moser** 於2001年和2005年分別在意大利熱那亞大學獲得電信工程的laurea（碩士學位相當）和太空科學與工程的博士學位。自2014年以來，他一直擔任熱那亞大學的電信副教授。自2001年以來，他與熱那亞大學的遙感影像處理與模式識別實驗室合作。自2013年以來，他擔任熱那亞大學薩沃納校區環境與可持續性遙感實驗室的負責人。2004年1月至3月，他曾在法國索非亞安提波利斯的INRIA擔任訪問學生。2016年，他在法國圖盧茲國立理工學院擔任訪問教授。2012年至2016年，他是法國索非亞安提波利斯INRIA的Ayin實驗室的外部合作者。

他是超過150篇科學出版物的共同作者，這些出版物發表在期刊、國際編輯書籍和會議論文集中。他的研究活動專注於遙感和能源應用的模式識別與影像處理方法。

自2014年以來，他一直是IEEE的高級會員。他獲得了意大利電氣與電子協會頒發的「Alessandro and Rinaldo Viviani 2002」laurea論文獎、2010年IEEE高光譜影像與信號處理研討會的最佳論文獎，以及2016年IEEE國際地球科學與遙感研討會（IGARSS 2016）的互動研討會論文獎。

自2015年以來，他一直擔任《模式識別快報》（PRL）的區域編輯，自2008年以來擔任IEEE地球科學與遙感快報的副編輯。他於2011年至2015年擔任PRL的副編輯，並於2015年9月擔任IEEE地球科學與遙感雜誌特刊的客座共同編輯。他於2013年至2015年擔任IEEE地球科學與遙感學會（GRSS）影像分析與數據融合技術委員會（IADF TC）的主席，自2015年以來擔任IADF TC的共同主席。他是IGARSS 2015的出版共同主席，2015年IEEE/CVF計算機視覺與模式識別（CVPR 2015）會議的第一屆IEEE GRSS EARTHVISION研討會的技術程序共同主席，以及2017年CVPR的第二屆EARTHVISION的共同組織者。

在熱那亞大學，他教授本科、研究生和博士課程的模式識別、影像處理、遙感和電氣通信課程。他是兩本意大利教科書的作者，分別用於遙感的研究生課程（2007年）和多變量特徵空間轉換的博士課程（2011年）。

他參與了多個與遙感數據利用相關的科學和應用項目的技術和管理活動，這些項目由歐洲委員會、意大利太空局、意大利教育、大学与研究部、意大利民防部和地方當局資助。

**Josiane Zerubia** 自1989年以來一直是INRIA的常駐研究科學家，自1995年7月以來擔任研究主任。她於1995年中至1997年擔任PASTIS遙感實驗室（INRIA索非亞安提波利斯）的負責人，並於1998年至2011年擔任Ariana研究小組（INRIA/CNRS/尼斯大學）的負責人，該小組專注於遙感中的反問題。2012年至2016年，她擔任Ayin研究小組（INRIA-SAM）的負責人，該小組專注於高解析度影像處理的時空結構模型，重點在於遙感。自1999年以來，她一直在圖盧茲的SUPAERO（ISAE）教授遙感影像處理的高級技術課程。

在此之前，她曾在南加州大學（USC）的信號與影像處理研究所擔任博士後研究員。她還曾於1984年至1988年在尼斯大學/CNRS的LASSY擔任研究員，並於1982年至1984年在法國和加州帕洛阿爾托的惠普研究實驗室工作。她於1981年在法國格勒諾布爾的ENSIEG電氣工程系獲得碩士學位，並於1986年、1988年和1994年分別獲得尼斯索非亞安提波利斯大學的工程博士學位、博士學位和「Habilitation」。

她是超過350篇科學出版物的作者或共同作者，這些出版物發表在國際期刊、編輯書籍和會議論文集中。

她是IEEE的Fellow（2003-）和IEEE信號處理學會的傑出講者（2016-2017）。她曾於1998年至2002年擔任IEEE影像處理期刊（TIP）的副編輯；2003年至2006年擔任IEEE TIP的區域編輯；2003年擔任IEEE模式分析與機器智能期刊特刊的客座共同編輯；2004年至2013年3月擔任《國際計算機視覺期刊》的編輯委員會成員，並於2002年至2004年擔任IEEE信號處理學會理事會的成員。自1998年以來，她還是法國攝影測量與遙感學會（SFPT）編輯委員會的成員，自2007年以來是信號處理的基礎與趨勢的編輯委員會成員。她還擔任在線資源Earthzine（IEEE CEO和GEOSS）的副編輯。

她曾擔任兩個有關計算機視覺和模式識別中的能量最小化方法的研討會的共同主席（2001年和2003年）；2002年影像處理及相關數學領域的研討會的共同主席；2003年城市地區攝影測量與遙感研討會的技術程序主席；2006年IEEE ICASSP和2008年IEEE ISBI的特別會議共同主席；2011年IEEE ICIP的宣傳主席；2014年IEEE ICIP的教程共同主席；2015年IEEE CVPR的EARTHVISION研討會的總共同主席，以及2015年IEEE-EURASIP EUSIPCO的全體會議共同主席。她是2017年IEEE CVPR的EARTHVISION研討會的共同主席，並參與ISPRS 2020大會的組織委員會。

她的主要研究興趣是使用概率模型進行影像處理。她還從事參數估計、統計學習和優化技術的研究。