Computer Vision and Audition in Urban Analysis Using the Remorph Framework
暫譯: 使用 Remorph 框架進行城市分析的計算機視覺與聽覺

人工智慧（AI）作為一種多學科的方法，正滲透到所有科學領域。然而，將人工智慧的理論，包括電腦視覺和電腦聽覺，應用於城市智慧空間，對於建築師和城市規劃師來說始終是一項挑戰。本書通過一個概念框架克服了這一挑戰，將電腦視覺和聽覺融合到城市研究中，這一框架基於一系列名為 Remorph 的工作坊，由德黑蘭城市創新中心（TUIC）主辦。

Dr Mohammad Ali Nematollahi received his B.S. in computer engineering (software) from Yazd University, Iran in 2008. He completed his master's degree in computer engineering (software) at the Islamic Azad University (IAU), Dubai, UAE in 2011. He holds a Ph.D in computer and embedded systems engineering from University Putra Malaysia (UPM) in 2015. He also served as a Post-doctorate at National Electronic and Computer Technology Center (NECTEC) in 2016. Currently, he is teaching several Master courses and supervising some master thesis in IAU as assistant professor. He has published a book and numerous articles in international journals. His research interests include digital signal/image processing and digital watermarking. He currently works as a Post-doctorate fellowship in smart city at the Tehran Urban Innovation Center (TUIC).
Dr Nashid Nabian, has a master of architecture degree from Shahid Beheshti University, a master of urban design from University of Toronto, a doctoral degree from Harvard Graduate School of Design, and has completed a post-doctoral fellowship at MIT Senseable City Lab. Nashid's research focuses on the digital augmentation of architecture and constructed landscapes, particularly public spaces, and how novel technologies impact the spatial experience by soliciting the needs and desires of inhabitants or users. She is the author of many seminal articles and book chapters in the field of architectural and urban technologies and is a frequent contributor to Iranian periodicals focused on Architecture and Urbanism. Her research and projects in the field of digital augmentation have been showcased in various venues, including the ACADIA, IEEE Digital Ecosystems Conference, the UCMedia Conference on User-Centric Media, the Mobile Multimedia Communications Conference, and Seed magazine.
Samaneh Shahbazi received her BSc of Architecture at IAU of Qazvin-Iran. She has started her professional career from 2009 in different companies. She completed her MSc of Sustainable Architecture at the University of Politecnico di Milano and graduated with 110 cum laude in 2016. During her studies, she was the winner of MI/Arch-2014 architecture festival at Politecnico di Milano and she gained the certificate of the "VIP Review" in urban renovation regarding its subtle, detailed urban designing, and landscape qualities from failed architecture (fa), a Dutch company. Since 2016, she has started her research on Remorph at Tehran Urban Innovation Center (TUIC). Remorph is based on a new approach in reading, visualizing the city through its hidden layers. Her research interests include smart cities, soundscape, and urban livability measurements. Currently, she is coordinating different workshops at TUIC w.r.t the idea of the Remorph.

穆罕默德·阿里·內馬托拉希博士於2008年在伊朗雅茲德大學獲得計算機工程（軟體）學士學位。他於2011年在阿聯酋杜拜的伊斯蘭阿茲哈大學（IAU）完成計算機工程（軟體）碩士學位。他於2015年在馬來西亞普特拉大學（UPM）獲得計算機與嵌入式系統工程博士學位。2016年，他在國家電子與計算機技術中心（NECTEC）擔任博士後研究員。目前，他在IAU擔任助理教授，教授多門碩士課程並指導一些碩士論文。他已出版一本書和多篇國際期刊文章。他的研究興趣包括數位信號/影像處理和數位水印。目前，他在德黑蘭城市創新中心（TUIC）擔任智慧城市的博士後研究員。

納希德·納比安博士擁有沙希德·貝赫什提大學的建築碩士學位、多倫多大學的城市設計碩士學位、哈佛大學設計研究生院的博士學位，並在麻省理工學院可感知城市實驗室完成博士後研究。納希德的研究專注於建築和建設景觀的數位增強，特別是公共空間，以及新技術如何通過徵求居民或使用者的需求和願望來影響空間體驗。她是建築和城市技術領域多篇開創性文章和書籍章節的作者，並經常為專注於建築和城市主義的伊朗期刊撰稿。她在數位增強領域的研究和項目曾在各種場合展示，包括ACADIA、IEEE數位生態系統會議、以使用者為中心的媒體UCMedia會議、行動多媒體通訊會議和Seed雜誌。

薩馬內·沙哈巴齊在伊朗卡茲溫的IAU獲得建築學士學位。自2009年起，她在不同公司開始了她的專業生涯。她在米蘭理工大學完成可持續建築碩士學位，並於2016年以110分的優異成績畢業。在學期間，她是米蘭理工大學MI/Arch-2014建築節的獲獎者，並獲得荷蘭公司failed architecture (fa)頒發的城市改造“VIP Review”證書，該證書表彰其細緻的城市設計和景觀品質。自2016年以來，她在德黑蘭城市創新中心（TUIC）開始了對Remorph的研究。Remorph基於一種新的方法，通過其隱藏的層次來閱讀和視覺化城市。她的研究興趣包括智慧城市、聲景和城市宜居性測量。目前，她在TUIC協調與Remorph理念相關的不同工作坊。