Perceptive Enhanced Realities of Colored collEctions through AI and Virtual Experiences

Información del proyecto

PERCEIVE

Identificador del acuerdo de subvención: 101061157

DOI

10.3030/101061157

Proyecto cerrado

Fecha de la firma de la CE 9 Diciembre 2022

Fecha de inicio 1 Febrero 2023

Fecha de finalización 31 Enero 2026

Financiado con arreglo a

• Culture, creativity and inclusive society

Coste total

€ 3 785 358,75

Aportación de la UE

€ 3 785 358,75

Coordinado por

CONSIGLIO NAZIONALE DELLE RICERCHE
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Demonstrators, pilots, prototypes (4)

PERCEIVE PLATFORM

PERCEIVE PLATFORM (Report and Demonstrator, Updated at M36). It includes: D5.2.1. Runtime Environment (FORTH) [M18] R, DEM. D5.2.2 API design (FORTH), [M36] R, OTH D5.2.3 Perceive Tools (NTNU) [M18,36] R, DEM D5.2.4 Perceive Services (FORTH) [M36] R, DEM

PERCEIVE Design ToolBox

PERCEIVE Design ToolBox (Demonstrator and Report)

Material appearance models

Material appearance models (updated at M36) Report and Demonstrator

Design and implementation of PERCEIVE Prototypes

Design and implementation of PERCEIVE Prototypes (ANAMNESIA) [M9, 18, 24, 36]. DEM, RWe will present at each review meeting the state of advancement with the design and implementation.It includes: 6.1.1 PERCEIVE Concept Design, UX and Design Brief (IGD) [M9,18]6.1.2 Prototype implementation (ANAMNESIA) [24.36]6.1.3 Prototypes Applied to Case Studies (CNR) [M36]

Documents, reports (11)

PERCEIVE Innovation and Call Report

"PERCEIVE Innovation and Call Report (ANAMNESIA) (M2-M24) It includes:8.1.1 Perceive Innovation (ANAMNESIA) (M2-M24) [It structures the exploitable results of the project, analysing their innovation potential on the market, includes: “Exploitation Strategy Document”, integrating the Key Performance Indicators (KPIs) for impact measurement with targeted values, potential barriers and obstacles; ""Marketing and Communication Plan"" for the Exploitable Results""]8.1.2 Call Report (Fraunhofer) (M18,36)"

Quality Assessment Plan, Risks and IPR management

Quality Assessment Plan (QAP) and IPR management (updated at M24 and M35)

Policy Briefing

Policy Briefing (awareness on digital technology possibilities and risk avoidance for cultural heritage)

Stakeholder Needs and Requirement Analysis

This Deliverable includes:2.2.1 Stakeholder Needs 2.2.2 Requirement Analysis (updated at M20)

PERCEIVE Publication and Catalogue of Demonstrator

PERCEIVE Publication and Catalogue of Demonstrator (updated at M36)

PERCEIVE PLATFORM Specification
PERCEIVE training program

PERCEIVE training program: report on the program and its results

PERCEIVE theory

PERCEIVE theory (updated M19)

Communication and Dissemination Strategy and Plan

Communication and Dissemination Strategy and Plan (updated at M12)

Operational plan, Progress Report and Evaluation Report

this report include the Operational Plan, the Progress Report, the Advisory Board report and the Final Evaluation (updated at M15,25,36):

Evaluation Strategy

Evaluation Strategy: Psychophysics and Psychometrics observation studies (updated at M36)

Data Management Plan (1)

Data Management Plan (DMP)

Data Management Plan (DMP), updated at M36

Publicaciones

Conference proceedings (28)

Digital Restoration of Visual Art using Synthetic Training, Deep Segmentation and Inpainting

Autores: Saptarshi Neil Sinha, Paul Julius Kühn, Johannes Koppe, Holger Graf, Michael Weinmann
Publicado en: 2024 International Conference on Cyberworlds (CW), 2025
Editor: IEEE
DOI: 10.1109/CW64301.2024.00062

Interaction Design as Catalyzer of Creative and Interpretative Praxes in Museum Context

Autores: M. Veggi
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231154

Sketching Interactive Experiences: Can Co-creation with Artificial Generative Systems Enhance the Communication of Cultural Heritage?

Autores: Veggi, M., Catalano, C. E., & Pescarin, S.
Publicado en: ACM/EG Expressive Symposium-WICED
Editor: EG Digital Library
DOI: 10.2312/EXW20251058

SpectralSplatsViewer: An Interactive Web-Based Tool for Visualizing Cross-Spectral Gaussian Splats

Autores: Saptarshi Neil Sinha, Julius Kühn, Holger Graf, Michael Weinmann
Publicado en: Proceedings of the 29th International ACM Conference on 3D Web Technology, 2025
Editor: ACM
DOI: 10.1145/3665318.3677151

Interactive and Immersive Discovery of Diagnostic Processes on Multi-Layered 3D Collections on the Web: The MuLaX Tool

Autores: Fanini, B., Massidda, M., Ferdani, D., Bonifazi, F., Magrini, D., Iannaccone, R., and Barandoni, C.
Publicado en: 2025
Editor: The Eurographics Association
DOI: 10.2312/DH.20253102

Prototyping Care: Two Case Studies

Autores: A. Clay, G. Trumpy, M. Weinmann, R. Wetzel
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch20231178

Evaluating Segmentation of Human Body Parts Across Datasets

Autores: Paul Julius Kühn, Thomas Pöllabauer, Alexander Hartmann, Arjan Kuijper
Publicado en: Lecture Notes in Computer Science, Advances in Visual Computing, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-77389-1_3

Participatory Experiences as a New Way to Access Conservation Data in Museum Contexts

Autores: M. Veggi, S. Pescarin
Publicado en: Mimesis Journal - Proceeding of DRHA (Digital Research in the Humanities and Arts), 2024
Editor: Università di Torino
DOI: 10.13135/2389-6086/9906

A First Experimental Protocol on Creative Engagement and Meaning Creation in Interactive Experiences for Cultural Heritage v1

Autores: Manuele Veggi, sofia.pescarin not provided
Publicado en: 2025
Editor: Springer Science and Business Media LLC
DOI: 10.17504/PROTOCOLS.IO.6QPVR367BVMK/V1

SemanticSplatStylization: Semantic scene stylization based on 3D Gaussian splatting and class-based style transfer.

Autores: Sinha, S. N., Graf, H., & Weinmann, M.
Publicado en: 2024
Editor: The Eurographic Association
DOI: 10.2312/GCH.20241256

Implementing Curiosity Hooks and Caring Practices in the Reconstruction of Lost Polychromy: Design Prototypes for Interactive Experiences.

Autores: Bonifazi, F., Veggi, M., Massidda, M., Ferdani, D., and Pescarin, S.
Editor: The Eurographics Association
DOI: 10.2312/DH.20253108

Authenticity in VR and XR Experiences: a Conceptual Framework for Digital Heritage

Autores: Pescarin, Sofia and Città, Giuseppe and Gentile, Manuel and Spotti, Samuele
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231153

ImmersiveAutochrome: Enhanced Digitized Mono-Autochrome Viewing through Deep Learning and Virtual Reality

Autores: Saptarshi Neil Sinha, Robin Horst, Irina-Mihaela Ciortan, Holger Graf, Arjan Kuijper, Michael Weinmann
Publicado en: 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2025
Editor: IEEE
DOI: 10.1109/VRW66409.2025.00014

Hybrid XR collaborative and guided experiences in Cultural Heritage: Brancacci POV prototype

Autores: S. Pescarin, I. Cerato, E. D’Annibale, B. Fanini, D. Ferdani, R. Manganelli Del Fà, A. Marasco, M. Massidda, A. Palombini, D. Ronchi
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231171

Text2Autochrome: Text guided autochrome synthesis using generative models.

Autores: Kühn, P. J., Sinha, S. N., Nguyen, D. A., Horst, R., Kuijper, A., & Fellner, D. W.
Editor: The Eurographics Association
DOI: 10.2312/DH.20253061

Portrait2Bust: DualStyleGAN-based Portrait Image Stylization Based on Bust Sculpture Images

Autores: S.N. Sinha, M. Weinmann
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231159

Using Spatial Augmented Reality to Increase Perceived Translucency of Real 3D Objects

Autores: G. Trumpy D. Gigilashvili
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231162

Prototyper: A web3D Platform for Collaborative Design and Simulation of Hybrid Museum Exhibitions

Autores: Massidda, M., Fanini, B., and Pescarin, S.
Publicado en: 2025
Editor: The Eurographics Association
DOI: 10.2312/DH.20253009

The Scream (ca. 1910) through the Years: from Photographic Documentation to Spatio-Temporal Modelling

Autores: I. Ciortan, G. Trumpy, I. Sandu, H. Bjørngård
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231182

One-to-many Reconstruction of 3D Geometry of cultural Artifacts using a synthetically trained Generative Model

Autores: T. Pöllabauer, J. Kühn, J. Li, A. Kuijper
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231161

Semantic Stylization and Shading via Segmentation Atlas utilizing Deep Learning Approaches.

Autores: Sinha, S. N., Kühn, P. J., Rojtberg, P., Graf, H., Kuijper, A., & Weinmann, M.
Publicado en: Smart Tools and Applications in Graphics, 2024
Editor: The Eurographics Association
DOI: 10.2312/STAG.20241352

Designing Authentic Digital Experiences

Autores: Spotti, S., Bonifazi, F., Massidda, M., Pescarin, S., and Travaglini, L.
Editor: The Eurographics Association
DOI: 10.2312/DH.20253148

An Atlas-based Approach for Appearance-aware Virtual 3D Restoration and Simulation of Fading in Fugitive Textiles.

Autores: Sinha, S. N., Ciortan, I. M., Kneiphof, T., Kühn, P. J., Doherty, B., Burgio, L., Palmer, R., Pinto, C., Martel, L., Buti, D., Monico, L., Klein, R., Kuijper, A., & Weinmann, M.
Editor: The Eurographics Association
DOI: 10.2312/DH.20253147

What Can a Historic Black and White Photograph Tell Us about the Original Colours of a Painting? A Case Study on Edvard Munch’s the Scream (1910?)

Autores: Siozos, P., Sandu, I. C. A., Stavroulakis, P. I., and Sotiropoulou, S.
Publicado en: 2025
Editor: The Eurographics Association
DOI: 10.2312/DH.20253314

Current Practices for Autochrome Digitization

Autores: Yoko Arteaga, Irina-Mihaela Ciortan, Giorgio Trumpy, Catlin Langford
Publicado en: Archiving Conference, Edición 22, 2025, ISSN 2161-8798
Editor: Society for Imaging Science & Technology
DOI: 10.2352/ISSN.2168-3204.2025.22.1.38

The CoDesign Tool. A Card-Based Framework for Interactive and Collaborative Design in Cultural Heritage

Autores: Laura Travaglini, Marcello Massidda, Andreas Zapf, Samuele Spotti, Manuele Veggi, Sofia Pescarin
Publicado en: Lecture Notes in Computer Science, HCI International 2025 – Late Breaking Papers, 2026
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-13164-5_18

Large room scale augmented reality in an unaltered world heritage site

Autores: M. Olbrich, A. Zapf, C. Stiegemann, A. Pröbe
Publicado en: 2023, ISSN 2312-6124
Editor: The Eurographics Association
DOI: 10.2312/gch.20231172

Perceptive Enhanced Realities of Coloured Collections through AI and Virtual Experiences.

Autores: Pescarin, S., Aga, B., Kiyomoto, I. Y. A., Barandoni, C., Bonifazi, F., Boracchi, B. G., Burgio, L., Cerato, I., Ciortan, I., Clay, A., Fanini, B., Fedon, G. C., Ferdani, D., Graf, H., Hardeberg, J. Y., Magrini, D., Massidda, M., Panteleris, et al.
Publicado en: 2025
Editor: The Eurographics Association
DOI: 10.2312/DH.20253350

Peer reviewed articles (15)

Light source classification and colour change modelling for understanding and predicting pigments discolouration

Autores: Panagiotis Siozos, Letizia Monico, Aldo Romani, Costanza Miliani, Brenda Doherty, Irina Crina Anca Sandu, Hartmut Kutzke, Ingrid M T Flåte, Petros Stavroulakis, Sophia Sotiropoulou
Publicado en: Journal of Physics: Photonics, Edición 7, 2025, ISSN 2515-7647
Editor: IOP Publishing
DOI: 10.1088/2515-7647/ADE8C2

SpectralGaussians: Semantic, spectral 3D Gaussian splatting for multi-spectral scene representation, visualization and analysis

Autores: Saptarshi Neil Sinha, Holger Graf, Michael Weinmann
Publicado en: ISPRS Journal of Photogrammetry and Remote Sensing, Edición 227, 2025, ISSN 0924-2716
Editor: Elsevier BV
DOI: 10.1016/J.ISPRSJPRS.2025.06.008

Shining a light on the degradation of triarylmethane dyes: Multi-analytical study of a faded 1880s printed cotton dress

Autores: Catarina M. Pinto, David Buti, Letizia Monico, Aldo Romani, Lucia Burgio, Brenda Doherty
Publicado en: Journal of Cultural Heritage, Edición 78, 2026, ISSN 1296-2074
Editor: Elsevier BV
DOI: 10.1016/J.CULHER.2026.01.008

Silver/dyes decoupling and colour restoration of autochromes using multispectral imaging

Autores: Irina Ciortan, Yoko Arteaga, Giorgio Trumpy
Publicado en: The European Physical Journal Plus, Edición 140, 2025, ISSN 2190-5444
Editor: Springer Science and Business Media LLC
DOI: 10.1140/EPJP/S13360-025-06284-2

Digital Applications in Archaeology and Cultural Heritage

Autores: Veggi M.; Pescarin S.
Publicado en: Digital Applications in Archaeology and Cultural Heritage, 2024, ISSN 2212-0548
Editor: Elsevier
DOI: 10.1016/J.DAACH.2024.E00321

Designing hybrid and XR narrative applications: a framework to describe authoring tools in cultural domain

Autores: M. Massidda, L. Travaglini, S. Pescarin
Publicado en: Digital Applications in Archaeology and Cultural Heritage, Edición 38, 2025, ISSN 2212-0548
Editor: Elsevier BV
DOI: 10.1016/J.DAACH.2025.E00424

Ultramarine Blue in Edvard Munch’s Collection: A Multi-Analytical Study of Early 20th Century Commercial Oil Paints

Autores: Beatrice G. Boracchi, Eun-Jin Strand Ferrer, Margherita Gnemmi, Laura Falchi, Francesca Caterina Izzo, Irina Crina Anca Sandu
Publicado en: Heritage, Edición 7, 2025, ISSN 2571-9408
Editor: MDPI AG
DOI: 10.3390/HERITAGE7080190

Tactile 3D-printed media interaction with the color surface features of paintings. The case of the Scream (1910?) painting

Autores: Petros Ioannis Stavroulakis, Alfonsina Pagano, Beatrice Boracchi, Panagiotis Siozos, Sophia Sotiropoulou, Emilien Leonhardt, Vincent Sabatier, Giorgio Trumpy, Irina C. A. Sandu
Publicado en: Frontiers in Computer Science, Edición 7, 2025, ISSN 2624-9898
Editor: Frontiers Media SA
DOI: 10.3389/FCOMP.2025.1597880

Multiband Photogrammetry for Multispectral 3D Reconstruction of Statuary

Autores: Ferdani, D., Barandoni, C., Bonifazi, F., Iannaccone, R., and Magrini, D.
Publicado en: Journal of Cultural Heritage, Edición 76, 2025, ISSN 1778-3674
Editor: Elsevier
DOI: 10.1016/J.CULHER.2025.09.003

European Physical Journal Plus

Autores: Boracchi, B.G., Ferrer, EJ.S., Gnemmi, M. et al.
Publicado en: Eur. Phys. J. Plus, Edición 140, 188, 2025, ISSN 2190-5444
Editor: EDP Sciences, Società Italiana di Fisica and Springer Berlin Heidelberg
DOI: 10.1140/EPJP/S13360-025-06062-0

European Physical Journal Plus

Autores: Beatrice Giorgia Boracchi; Eun-Jin Strand Ferrer; Margherita Gnemmi; Laura Falchi; Francesca Caterina Izzo; Irina Crina Anca Sandu
Publicado en: The European Physical Journal Plus, 2025, ISSN 2190-5444
Editor: EDP Sciences, Società Italiana di Fisica and Springer Berlin Heidelberg
DOI: 10.1140/EPJP/S13360-025-06062-0

How Much Do We Care About Cultural Heritage? A Rasch Scale Validation Study Among Young Adults

Autores: Manuele Veggi, Alessandro von Gal, Laura Piccardi, Sofia Pescarin, Raffaella Nori
Publicado en: Heritage, Edición 8, 2025, ISSN 2571-9408
Editor: MDPI AG
DOI: 10.3390/HERITAGE8080317

Digital Applications in Archaeology and Cultural Heritage

Autores: Manuele Veggi and Sofia Pescarin
Publicado en: Digital Applications in Archaeology and Cultural Heritage, Edición 32, 2024, ISSN 2212-0548
Editor: Elsevier BV
DOI: 10.1016/j.daach.2024.e00321

Beyond Static Colors: An Interactive Participatory Design Perspective on Color-Centric Experiences

Autores: D. S. Martinez Pandiani, S. Pescarin
Publicado en: INTERNATIONAL JOURNAL OF CONSERVATION SCIENCE, Edición 13, 2022, ISSN 2067-533X
Editor: Zenodo
DOI: 10.5281/zenodo.8167391

Advanced X-ray techniques to study the alteration of pigments in paintings

Autores: Letizia Monico, Koen Janssens, Marine Cotte, Samuel M. Webb, Frederik Vanmeert, Victor Gonzalez, Geert Van der Snickt, Katrien Keune, Brunetto Giovanni Brunetti, Gerald Falkenberg, Jan Garrevoet, Annelies van Loon, Marc Vermeulen, Maite Maguregui, Steven De Meyer, Ermanno Avranovich Clerici, Fréderique T. H. Broers, Laura Cartechini, Nouchka De Keyser, Francesco d’Acapito, Florian Meirer, Aldo Romani, Francesca Rosi, Sara Carboni Marri, Daniela Comelli, Nina Deleu, Ida Fazlic, Marta Ghirardello, Clément Holé, Silvia Pérez-Diez, Mathieu Thoury, Costanza Miliani
Publicado en: La Rivista del Nuovo Cimento, Edición 48, 2025, ISSN 0393-697X
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S40766-025-00070-7

Other (25)

Cultural Probe Kit on Authenticity triggers in XR experiences: activity book and diary for designers to explore and develop authentic experiences in Digital Heritage

Autores: Spotti Samuele; Pescarin Sofia
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.8286449

D3.2 Material Appearance Models

Autores: NTNU
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.16903578

D2.2 Stakeholders needs and Requirement Analysis

Autores: MANN, CNR, NTNU, V&A, MUNCH, HSLU, ANAMNESIA, FORTH
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.16903555

Born Digital Art: Fleeting Masterpieces?

Autores: A. Clay
Publicado en: 2023
Editor: Zenodo - Perceive Web Portal
DOI: 10.5281/zenodo.10458440

Perceive Isis Colours Exhibition Catalogue

Autores: Cristiana Barandoni, Marialucia Giacco, Caterina Serena Martucci, Sofia Pescarin (Eds.)
Editor: Valtrend Editore

Adaptive Horizons: Navigating Museums in a Post-Pandemic World

Autores: A. Clay, G. Grieco, D. Lanfranconi, C. G. Fedon
Publicado en: 2023
Editor: Zenodo - Perceive Web Portal
DOI: 10.5281/zenodo.10458408

D7.2 Assessment of Tools and Services and Prototypes v.2

Autores: NTNU, CNR, Fraunhofer
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.16903593

D2.1 PERCEIVE Theory v.1.1

Autores: CNR, HSLU, FORTH, NTNU, Munch Museum, MANN Museum, AIC
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.16903529

D8.2 PERCEIVE Innovation and Call Report v.3.1

Autores: National Research Council, Anamnesia, IMKI, Fraunhofer
Editor: Zenodo
DOI: 10.5281/ZENODO.16903626

D2.3 Training Program

Autores: CNR, NTNU
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.19366466

D5.1. PERCEIVE Platform Specifications

Autores: FORTH, CNR, Fraunhofer, IMKI, NTNU
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.16903587

D6.1 PERCEIVE Concept Design, UX and Design Brief

Autores: Fraunhofer, CNR
Editor: Zenodo
DOI: 10.5281/ZENODO.10658272

PERCEIVE Design Cultural Probe Kit Tools

Autores: Pescarin, S., Veggi, M., Bonanno, V., & Spotti, S.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.10260211

D1.3 Quality Assessment Plan, Risks and IPR management v.3

Autores: CNR, Fraunhofer, FORTH
Editor: Zenodo
DOI: 10.5281/ZENODO.16903455

Survey on the use of Generative AI for Design in Digital Cultural Heritage - Questions and data (1.0.0) [Data set]

Autores: Veggi, M., Catalano, C. E., & Pescarin, S.
Editor: Zenodo
DOI: 10.5281/ZENODO.15178218

Cultural Probe Kit on Curiosity triggers in XR experiences: activity book and diary for designers to explore and solicit curiosity in Digital Heritage

Autores: Bonifazi F., Pescarin S.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.8286037

D8.1. Communication and Dissemination Strategy and Plan v.2

Autores: CNR, ANAMNESIA, IMKI
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.16903479

D1.2. Data Management Plan

Autores: Fraunhofer, CNR, NTNU, FORTH
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.16903402

D1.4 Policy Briefing v. 2.2

Autores: CNR, Fraunhofer
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.16903483

D1.1 Operational plan, Progress Report and Evaluation Report

Autores: CNR
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.16903277

PERCEIVE Cultural Probe Kit on Caring attitude in XR experiences: activity book, diary and art practices for designers to explore and solicit care in Cultural Heritage domain

Autores: Pescarin S., Fiorenza G., & Veggi M.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/zenodo.8285610

D8.3 PERCEIVE Publication and (Catalogue of) Demonstrators v.2

Autores: National Research Council, Anamnesia, IMKI
Publicado en: 2026
Editor: Zenodo
DOI: 10.5281/ZENODO.16903668

D7.1 Evaluation Strategy: Psychophysics and Psychometrics observation studies

Autores: NTNU
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.16903577

CHARE Scale. Focus Group and Validation Study on Young Adults - Raw Data and Validation Walkthrough (1.0.0) [Data set]

Autores: Veggi, M., von Gal, A., Piccardi, L., Pescarin, S., & Nori, R.
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14267775

D5.2 PERCEIVE Platform v.2

Autores: IMKI, FORTH
Publicado en: 2026
Editor: Zenodo

Monographic books (2)

Chromatic Visions

Publicado en: Lecture Notes in Computer Science, 2026
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-17700-1

Chromatic Visions

Publicado en: Lecture Notes in Computer Science, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-07792-9