PROJECT OUTCOMES

Roberto Iacoviello; Alberto Ciprian; Alberto Messina; Maurizio Montagnuolo; Davide Zappia:

XReco Platform and RAI News Media Demonstrator. Oct 2025 [LINK]

Arnold, Rahel; Loris Sauter, Heiko Schuldt:

Free-form Multi-Modal Multimedia Retrieval (4MR). Jan 2023 [LINK]

Arnold, Rahel; Heiko Schuldt:

Multimedia Retrieval in Mixed Reality: Leveraging Live Queries for Immersive Experiences. Jan 2024 [LINK]

Arnold, Rahel; Werner Bailer, Ralph Gasser, Björn Þ. Jónsson, Omar Shahbaz Khan, Heiko Schuldt, Florian Spiess and Lucia Vadicamo:

Multimedia Information Retrieval in XR. Oct 2024 [LINK]

Arnold, Rahel; Heiko Schuldt:

Multimodal Understanding: Investigating the Capabilities of Large Multimodal Models for Object Detection in XR Applications. Oct 2024 [LINK]

Arzberger, Stefan J.;  Paul Raith, Werner Bailer and Marion Jaks:

A Dataset and Metric for Textual Video Content Description. Oct 2025 [LINK]

Bailer, Werner; Rahel Arnold, Vera Benz, Davide Coccomini, Anastasios Gkagkas, Gylfi Þór Guðmundsson, Silvan Heller, Björn Þór Jónsson, Jakub Lokoc, Nicola Messina, Nick Pantelidis, and Jiaxin Wu:

Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation. Jun 2023 [LINK]

Fürntratt, Hermann; Werner Bailer, Florian Krebs, Roland Unterberger and Herwig Zeiner:

Exploring Image Search on Quantum Computing Systems. Jun 2025 [LINK]

Gasser, Ralph; Rahel Arnold, Fynn Faber, Heiko Schuldt, Raphael Waltenspühl, Luca Rossetto:

A new Retrieval Engine for vitrivr. Jan 2024 [LINK]

Gasser, Ralph; Rahel Arnold; Laura Rettig; Heiko Schuldt; Raphael Waltenspül; Luca Rossetto:

Open-Source Multimedia Retrieval with vitrivr-engine, Oct 2025 [LINK]

Heller, Silvan:

Temporal multimodal video and lifelog retrieval; Jan 2023 [LINK]

Lokoč, Jakub; Stelios Andreadis; Werner Bailer; Aaron Duane; Cathal Gurrin; Zhixin Ma; Nicola Messina; Thao-Nhu Nguyen; Ladislav Peška; Luca Rossetto; Loris Sauter; Konstantin Schall; Klaus Schoeffmann; Omar Shahbaz Khan; Florian Spiess; Lucia Vadicamo; Stefanos Vrochidis:

Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS, Dec 2023 [LINK]

Neuschmied , Helmut and Werner Bailer:

Mining Landmark Images for Scene Reconstruction from Weakly Annotated Video Collections. Jan 2024 [LINK]

Neuschmied , Helmut and Werner Bailer:

Efficient Few-shot Incremental Training for Landmark Recognition. Jun 2024 [LINK]

Neuschmied , Helmut and Werner Bailer:

Enabling Domain Experts to Train Efficient Few-Shot Incremental Landmark Recognition. Sep 2024 [LINK]

Pantelidis, Nick; Maria Pegia, Damianos Galanopoulos, Konstantinos Apostolidis, Klearchos Stavrothanasopoulos, Anastasia Moumtzidou, Konstantinos Gkountakos, Ilias Gialampoukidis, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris & Björn Þór Jónsson:

VERGE in VBS2024. Jan 2024 [LINK]

Pantelidis, N.; M. Pegia; D. Galanopoulos; K. Apostolidis; K. Stavrothanasopoulos; A. Moumtzidou; K. Gkountakos; I. Gialampoukidis; S. Vrochidis; V. Mezaris; I. Kompatsiaris:

VERGE in CBMI2024, Feb 2024 [LINK]

Pegia, Maria; Björn Þór Jónsson, Anastasia Moumtzidou, Sotiris Diplaris, Ilias Gialampoukidis, Stefanos Vrochidis, and Ioannis Kompatsiaris:

Multimodal 3D Object Retrieval. Jan 2024 [LINK]

Pegia, Maria:

Multimodality in Media Retrieval, Apr 2024 [LINK]

Pegia, Maria; Dimitris Georgalis; Nick Pantelidis; Björn Þór Jónsson; Anastasia Moumtzidou; Sotiris Diplaris; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris:

3DMSE: An Interactive 3D Media Search Engine, Apr 2024 [LINK]

Pegia, Maria; B. Þ. Jónsson, A. Moumtzidou, S. Dimplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris:

Descriptor Impact on Multimodal 3D Retrieval, May 2024 [LINK]

Pegia, Maria; Sotiris Diplaris, Stefanos Vrochidis, Heiko Schuldt, Florian Spiess, Rahel Arnold, Werner Bailer:

Multimedia Retrieval in and for XR. Jun 2024 [LINK]

Rossetto, Luca; Heiko Schuldt, Ralph Gasser:

Towards a Universal Query Representation for Multimodal Information Retrieval, Oct 2025 [LINK]

Schall, Konstantin and Werner Bailer, Kai-Uwe Barthel, Fabio Carrara, Jakub Lokoč, Ladislav Peška, Klaus Schoeffmann, Lucia Vadicamo and Claudio Vairo:

Interactive Multimodal Video Search: An Extended Post-Evaluation for the VBS 2022 Competition, Mar 2024 [LINK]

Vadicamo, Lucia; Rahel Arnold, Werner Bailer, Fabio Carrara, Cathal Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoc, Sebastian Lubos, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Klaus Schöffmann, Florian Spiess, Minh-Triet Tran, Stefanos Vrochidis:

Evaluating Performance and Trends in Interactive Video Retrieval: Insights from the 12th VBS Competition. May 2024 [LINK]

Cheimariotis, G.A.; A. Karakottas, V. Chatzis, A. Kanlis, D. Zarpalas:

Image Valuation in NeRF-Based 3D Reconstruction. Sep 2025 [LINK]

Cortés, Carlos; Irene Viola; Jesús Gutiérrez; Jack Jansen; Shishir Subramanyam; Evangelos Alexiou; Pablo Pérez; Narciso García; Pablo César:

Delay Threshold for Social Interaction in Volumetric eXtended Reality Communication, Apr 2024 [LINK]

Ferrarotti, Anna; Isabel Rodríguez, Javier Usón, Sara Baldoni, Jesús Gutiérrez, Daniel Berjón, Francisco Morán, Federica Battisti, Narciso García, Marco Carli and Julián Cabrera:

Analysis and Comparison of Objective Metrics for Quality Assessment of 3D Meshes in Cultural Heritage Applications. Sep 2025 [LINK]

Gutiérrez, Jesús; Gulzhanat Dandyyeva, Matteo Dal Magro, Carlos Cortés, Michele Brizzi, Marco Carli, Federica Battisti:

Subjective Evaluation of Dynamic Point Clouds: Impact of Compression and Exploration Behavior. Sep 2023 [LINK]

Hernando, Teresa; Daniel Berjón, Francisco Morán, Javier Usón, Cesar Díaz, Julián Cabrera, Narciso García:

Real-Time Layered View Synthesis for Free-Viewpoint Video from Unreliable Depth Information. Jun 2023 [LINK]

Huerta, Ivan; Leonel Toledo, Sergio Montoya, Marc Martos, Sergi Fernandez, Mario Montagud:

Volumetric Video Reconstruction and Communications: Toward a New Era of Interactive and Immersive Social Virtual Reality (VR) Experiences. Sep 2024 [LINK]

Ionascu, Alexandru; Sebastian Stefaniga; Mihail Gaianu:

Synthetic Football Sprite Animations Learned Across the Pitch, Sep 2023 [LINK]

Martini, Miriana; Valeria Valentini,  Alberto  Ciprian, Andrea Bottino, Roberto Iacoviello, Maurizio Montagnuolo, Alberto Messina, Francesco Strada, Davide Zappia:

Semi-Automated Digital Human Production for Enhanced Media Broadcasting. Jul 2024 [LINK]

Mas, Ignasi, Josep Brugues, Sergi Mercade, Leonel Toledo, Mario Montagud, Jesus Alonso-Zarate, Josep Escrig, Ivan Huerta:

Urban scene removal and completion. Oct 2025 [LINK]

Montoya, Sergio; Ivan Huerta, Josep Escrig:

GDNeRF: Generalizable Depth-based NeRF for sparse view synthesis. Jul 2025 [LINK]

Toledo, Leo; Ivan Huerta; Eric Casadella; Ignasi Mas; Maya Antoun; Wissam Tedros; Daniel Asmar; Gerasimos Arvanitis; Konstantinos Moustakas; Efthymios Koukoulis; Aleksandar Jevtic; Romain Guesdon; Alberto Lara; Sergi Fernandez:

Cooperative Perception for Digital Twin Reconstruction, Feb 2025 [LINK]

Usón, Javier, Victoria Muñoz, Carlos Cortés, Daniel Berjón, Francisco Morán, César Díaz, Jesús Gutiérrez, Fernando Jaureguizar, Narciso García, Julián Cabrera:

Real-Time Free Viewpoint Video for Immersive Videoconferencing. Jun 2024 [LINK]

Usón, Javier; Julián Cabrera:

Is Real-time Deep Learning-based Monocular Depth Estimation accurate for Multi-Camera Setups? Apr 2025 [LINK]

Usón, Javier; Julián Cabrera:

Is Real-time Deep Learning-based Monocular Depth Estimation accurate for Multi-Camera Setups? Apr 2025 [LINK]

Usón, Javier; Carlos Cortés, Victoria Muñoz, Teresa Hernando, Daniel Berjón, Francisco Morán, Julián Cabrera, Narciso García:

Analysis and Development of Deep Learning Depth Estimation Techniques for Volumetric Capture and Free Viewpoint Video. Apr 2024 [LINK]

Usón, Javier; Victoria Muñoz, Carlos Cortés, Daniel Berjón, Francisco Morán, César Díaz, Jesús Gutiérrez, Fernando Jaureguizar, Narciso García, Julián Cabrera:

Real-Time Free Viewpoint Video for Immersive Videoconferencing. Sep 2024 [LINK]

Chiou, T.:

Data as Remuneration in Digital Copyright Licensing: Some Reflections on the Concept of ‘Appropriate and Proportionate Remuneration’ Under Art. 18 EU Directive 2019/790 in the Data Era. Nov 2025 [LINK]

Chiou, T.; Leander Staehler:

EU Copyright Law, Artificial Intelligence and ‘Transformative Use’ of Works: The Case of 3D Reconstruction . Nov 2025 [LINK]

Ulisses, Alexandre:

Secure, Dynamic and Uncomplicated Licensing of Movies on a Blockchain Infrastructure. Feb 2023 [LINK]

Nevezi-Strango, David ; Gaianu, M.:

Ubervvald: Advanced Object Detection Library for Optimizing Complex Convolutional Neural Networks (CNNs). Apr 2025 [LINK]

Valcan, S., Gaianu, M.:

Ground Truth Data Generator in Automotive Infrared Sensor Vision Problems Using a Minimum Set of Operations. Sep 2023 [LINK]

Valcan, S., Gaianu, M.:

Complete Convolutional Neural Networks Environment for Computer Vision Problems With Nvidia Drive AGX Xavier. 2024 [LINK]