New Paradigms for Representation

AI, AI-GEN, and XR for Interpreting Cultural Heritage and Shaping Design Ideas
Erscheinungsjahr 2027
ISBN: 978-3-032-41892-0
Verlag: Springer

Buch, Englisch, Format (B × H): 155 mm x 235 mm

Reihe: Digital Innovations in Architecture, Engineering and Construction

This book collects papers that reflect the current phase of developing new paradigms and operational approaches across all disciplines. The intertwining of artificial intelligence and extended realities is making the boundary between the real and the virtual increasingly fluid and offers new ways of approaching and interacting with analytical, transformative, and creative processes concerning tangible and intangible heritage, as well as the shape of new physical and virtual, material and immaterial artifacts. The volume offers an updated panorama of international studies and provides new references to enhance the knowledge and technical skills of scholars, professionals, and academics.

Zielgruppe

Research

Autoren/Hrsg.

Giordano, Andrea

Russo, Michele

Spallone, Roberta

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Virtuelle Realität, Erweiterte Realität
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Technische Wissenschaften Bauingenieurwesen Baukonstruktion, Baufachmaterialien
• Interdisziplinäres Wissenschaften Wissenschaft und Gesellschaft | Kulturwissenschaften Museumskunde, Materielle Kultur, Erinnerungskultur
• Interdisziplinäres Wissenschaften Wissenschaft und Gesellschaft | Kulturwissenschaften Kulturwissenschaften
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

New Paradigms for Representation.- Generative AI Tools in the design process.- RED.AI Id Pattern: First Results of Stone Deterioration Patterns with Multi-Agent Systems.- Prompting the city. Understanding GenAI uses for city-making.- Proposals and Digital Methodologies for the Cast Collection of Ancient Sculptures in Berlin.- Rethinking cultural mediation with AI: conversational agents for museum collections.- (TATCH) Tactile-Audio Tool for Cultural Heritage: using computer vision to create interactive models for the blind.- The Measure of Illusion: Extended Reality as a Tool for Perceptual Analysis.- Location-based AR Application for a Distributed Museum of Unbuilt Architecture.- AI-XR–Driven Generative Exhibition Design for Heritage Spaces: “The Forest of San Cipriano”.- Seeing the Invisible: Augmented Reality and Visual Positioning Systems (VPS) for the Exploration of Palermo’s Hidden Heritage.- Mare Scriptum: Encoding the Mediterranean in Portolan Cartography.- NLP and AI for Semantic Modeling of Interactive Cultural Landscapes.- Scan-to-BIM for Carthusian monasteries in southern Piedmont: HBIM models as infrastructures for knowledge dissemination.- Beyond the Façade: Augmented Reality and Virtual Tour for Heritage Sharing: the case of Palazzo Carignano.- Immersive Chemistry: Virtual Reality as an Educational Tool.- The Illusion of Intelligent Images. AI text-to-image approaches and their implications for 
parametric design pedagogy.- Representing knowledge: visual and spatial codes for the academic metaverse.- The impact of Text-to-Image algorithms in the Communication Design domain.- Mapping Industrial Morphologies: AI-Driven Satellite Image Analysis of Built and Unbuilt Fabrics in Global South Industrial Parks.- Reflexion3D:a Human-in-the-Loop Semantic Framework for Computational Processing of Point Clouds.- ImageFusion Pipeline: integrating Machine Learning and Computer Vision.- LiDAR drone system for monitoring heroic vineyards. Precision viticulture for the enhancement of (IM)Material heritage.-Reconstructing the Irreproducible: AI-Based 3D Modeling of Delicate Natural Artifacts from Single 
Images.- Comparison of Image-Based Methodologies with the New Frontiers of Generative AI.- Smart Classification of Archaeological Artifacts Using Deep Learning and Geometric Curves.- Artificial Intelligence for the Automatic Classification of Materials in the Roman Floor Mosaic of Tomis.- Aniconic Decoration in Medieval Mosaics: A Deep Learning Approach to the Gemmed Cornice.- Artificial intelligence and extended reality in contemporary architecture: New frontiers in design and construction.- Mapping heritage sites' psychological features in wartime Mykolaiv (Ukraine): a clustering-based approach toward urban regeneration.- Integration of Augmented Reality in the Brick Masonry Construction Process: Towards Construction Aided Design.- AR and BIM integration on construction sites: a framework and pilot validation.- Critical issues in the AI-driven representation approach for the Product Design process.- An Integrated AI-XR Workflow for Real-Time Architectural Visualization.

Über Autor(innen)

Andrea Giordano , architect and PhD, is Full Professor, and Head of the Department of Civil, Environment and Architectural Engineering (DICEA) at the University of Padova. He is responsible of the Laboratory of Drawing and Representation (LDR) and the Laboratory of Information Modeling (LIM) at DICEA. Member of the Scientific Committee of the Unione Italiana del Disegno – UID and member of the Steering Committee of the international joint research Visualizing Venice (DUKE University, Padua University, IUAV Venice University - visualizingvenice.org), his research interests include: Geometric-configurative interpretation of architectural surfaces: the construction of Padua domes; Representational codes for the verification of landscape design; New “tools” for the Architectural and Urban Historic Transformations Visualization and Multimedia Representation.

Michele Russo , architect and PhD, is an Associate Professor in the Department of History, Representation and Restoration of Architecture at Sapienza University of Rome. His research interests range from integrating 3D sensing techniques in different application areas to the reality-based and interpretive representation of the existing. He has participated in numerous national and international projects on surveying and modelling archaeological areas, architecture, museum apparatus, and Design products at different scales. In recent years, his interests have focused on automatic processing and content construction through Machine Learning, Deep Learning, and visualization systems based on Augmented Reality.

Roberta Spallone , architect and Ph.D., is Full Professor at the Politecnico di Torino, Department of Architecture and Design (DAD). She is a member of the School of Architecture, on the Board of the Doctorate of Architectural Heritage. Her research interests focus on the fields of history and criticism of architectural drawing, with particular attention to classic treatises on architecture and the art of fortification, the interweavings between representation, artificial intelligence and augmented reality. President of REAACH (REpresentation Advances And CHallenges) association.