Scientific Publications

Publications

The H2020 ReInHerit project published its results in a series of scientific publications. Here we present the list of publications, with links to their Open Access versions.

• Alberto Baldrati, Marco Bertini, Tiberio Uricchio, & Alberto Del Bimbo. (2022, September 27). Effective conditioned and composed image retrieval combining CLIP-based features. https://doi.org/10.1109/CVPR52688.2022.02080  
• Alberto Baldrati, Marco Bertini, Tiberio Uricchio, & Alberto Del Bimbo. (2022, August 23). Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features.  https://doi.org/10.1109/CVPRW56347.2022.00543
• Lorenzo Agnolucci, Leonardo Galteri, Marco Bertini, & Alberto Del Bimbo. (2022, October 10). Restoration of Analog Videos Using Swin-UNet. https://doi.org/10.1145/3503161.3547730
• Maria Giovanna Donadio, Filippo Principi, Andrea Ferracani, Marco Bertini, & Alberto Del Bimbo. (2022, October 10). Engaging Museum Visitors with Gamification of Body and Facial Expressions. https://doi.org/10.1145/3503161.3547744
• Pietro Bongini, Federico Becattini, & Alberto Del Bimbo. (2023, February 15). Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage?. https://doi.org/10.1007/978-3-031-25056-9_18  
• Alberto Baldrati, Marco Bertini, Tiberio Uricchio, & Alberto Del Bimbo. (2022, October 30). Exploiting CLIP-Based Multi-modal Approach for Artwork Classification and Retrieval. https://doi.org/10.1007/978-3-031-20302-2_11  
• Federico Becattini, Pietro Bongini, Luana Bulla, Alberto Del Bimbo, Ludovica Marinucci, Misael Mongiovì, & Valentina Presutti. (2023). VISCOUNTH: A Large-Scale Multilingual Visual Question Answering Dataset for Cultural Heritage. https://doi.org/10.1145/3590773  
• Konstantinos Roussos, & Irini Stamatoudi. (2022). Management Issues for Cultural Heritage Institutions (This is a draft chapter. The final version is available in Research Handbook on Intellectual Property and Cultural Heritage edited by Irini Stamatoudi, published in 2022, Edward Elgar Publishing Ltd. https://doi.org/10.4337/9781800376915.00032  
• Stamatoudi, I., & Roussos, K. (2023). Dealing with Illicit Tradein Cultural Objects in the Context of Cultural Heritage Management for Museums. Santander Art and Culture Law Review, 2/2023((9)), 87–116. https://doi.org/10.4467/2450050XSNR.23.024.18644  
• Harfst, J., Sandriester, J., Zuanni, C., & Krottmaier, S. (2022). Nachhaltigkeit als disruptives Konzept im Kultursektor: Digitalisierung und nachhaltiges Kulturerbe-Management. Ökologisches Wirtschaften, 37(4), 30–34. https://doi.org/10.14512/OEW370430  
• Stamatoudi, I., & Roussos, K. (2024). Aspects of Informatics in Cultural Heritage Management. Informatics Studies, 11(1), 9–18. https://doi.org/10.5281/zenodo.11175164  
• Nikolaou, P. (2024). Museums and the postdigital: revisiting challenges in the digital transformation of museums. Heritage, 7(3), 1784–1800. https://doi.org/10.3390/heritage7030084  
• Furferi, R., Di Angelo, L., Bertini, M., Mazzanti, P., De Vecchis, K., & Biffi, M. (2024). Enhancing traditional museum fruition: current state and emerging tendencies. Heritage Science, 12(20). https://doi.org/10.1186/s40494-024-01139-y  
• Agnolucci, L., Galteri, L., Bertini, M., & Del Bimbo, A. (2024, March 1). Reference-based Restoration of Digitized Analog Videotapes. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (WACV), USA. https://doi.org/10.1109/WACV57701.2024.00168.  
• Agnolucci, L., Galteri, L., Bertini, M., & Del Bimbo, A. (2024, March 1). ARNIQA: Learning Distortion Manifold for Image Quality Assessment. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (WACV), USA. https://doi.org/10.1109/WACV57701.2024.00026  
• Rachabatuni, P., Principi, F., Mazzanti, P., & Bertini, M. (2024, April 17). Context-aware chatbot using MLLMs for Cultural Heritage. 15th ACM Multimedia Systems Conference (MMSys '24), Bari, Italy. https://doi.org/10.1145/3625468.3652193  
• Baldrati, A., Agnolucci, L., Bertini, M., & Del Bimbo, A. (2023, October 2). Zero-Shot Composed Image Retrieval with Textual Inversion. IEEE/CVF International Conference on Computer Vision (ICCV), 2023 (ICCV), Paris, France. https://doi.org/10.1109/ICCV51070.2023.01407  
• Agnolucci, L., Baldrati, A., Todino, F., Becattini, F., Bertini, M., & Del Bimbo, A. (2023, February 10). ECO: Ensembling Context Optimization for Vision-Language Models. 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (ICCVW), Paris, France. https://doi.org/10.1109/ICCVW60793.2023.00299  
• Cartella, G., Baldrati, A., Morelli, D., Cornia, M., Bertini, M., & Cucchiara, R. (2023, September 5). OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data. Image Analysis and Processing – ICIAP 2023 (ICIAP), Udine, Italy. https://doi.org/10.1007/978-3-031-43148-7_21  
• Cioni, D., Berlincioni, L., Becattini, F., & Del Bimbo, A. (2023, October 2). Diffusion Based Augmentation for Captioning and Retrieval in Cultural Heritage. 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 (ICCVW), Paris, France. https://doi.org/10.1109/ICCVW60793.2023.00186  
• Agnolucci, L., Baldrati, A., Bertini, M., & Del Bimbo, A. (2023, October 27). Zero-Shot Image Retrieval with Human Feedback. The 31st ACM International Conference on Multimedia (MM '23), 2023 (MM), Ottawa, Canada. https://doi.org/10.1145/3581783.3612664  
• Baldrati, A., Bertini, M., Uricchio, T., & Del Bimbo, A. (2023). Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features. ACM Transactions on Multimedia Computing, Communications, and Applications, 20(3). https://doi.org/10.1145/3617597  
• Papadas, S., Papapetrou, A., Frangoudes, F., Polydorou, A., Gavriil, C., Kyriakou, N., & Neokleous, K. (2024, January 1). ReInHerit a Museum: Enhancing Museum Experience and Broadening Audience Participation Through an Immersive Performance using Media-Art, and Augmented Reality. IMET - International Conference on Interactive Media, Smart Systems and Emerging Technologies (IMET), Barcelona (Spain). https://doi.org/10.2312/imet.20231262