Program
Detailed program:
Monday 12 September 2022 in the morning (Italian time)
8:45 am – 9:00 am
Welcome reception
9:00 am – 9:25 am + 5min Q&A
Invited talk: Shallow vs Deep Models for Dialect Identification, prof. Radu Ionescu, University of Bucharest and CTO of SecurifAI
Session 1 (9:30 am - 11:30 am): Applications of Machine Learning and Deep Learning to the Cultural Heritage - Chair: Dr. Alessia Amelio
9:30 am - 9:45 am + 5min Q&A
Hadj Mohammed Djamel and Nacéra Bensaou, Abjad numerals recognition in medieval arabic mathematical texts
9:50 am – 10:05 am + 5min Q&A
Sehrish Manzoor, Nouman Ali, Muhammad Raees, Khan Awais Khan, Muhammad Usama Ayub and Afzal Ahmed, Ancient coin classification based on recent trends of deep learning
10:10 am – 10:25 am + 5min Q&A
Pasquale Savino and Anna Tonazzini, A shallow neural net with model-based learning for the virtual restoration of recto-verso manuscripts
10:30 am – 10:45 am + 5min Q&A
Radmila Janković Babić, Cultural heritage image classification using transfer learning for feature extraction: a comparison
10:50 am – 11:05 am + 5min Q&A
Israr Ur Rehman, Zulfiqar Ali, Zahoor Jan, Muhammad Rashid and Waqar Ali, Empirical performance analysis of classification methods on cultural heritage database
11:10 am – 11:25 am + 5min Q&A
Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti and Gustavo Marfia, Searching for cultural relationships through deep learning models
Session 2 (11:30 am - 1:10 pm): Modelling and Human-Computer Interaction in the Cultural Heritage - Chair: Dr. Radmila Janković Babić
11:30 am – 11:45 am + 5min Q&A
Belma Ramić-Brkić and Marijana Ćosović, Exploring digital tourism application for medieval period reconstruction
11:50 am – 12:05 pm + 5min Q&A
Marijana Ćosović and Mirjana Maksimović, Application of the digital twin concept in cultural heritage
12:10 pm – 12:25 pm + 5min Q&A
Raquel Matos, Hugo Rodrigues, Aníbal Costa and Fernanda Rodrigues, BIM-FM integrated solution resourcing to digital techniques
12:30 pm – 12:45 pm + 5min Q&A
Hafiz Abdul Basit Muhammad, Khalid Hamid, Muhammad Waseem Iqbal, Syed Khurram Shahzad, Farrukh Muneem and Muammad Shaheryar, Usability impact of adaptive culture in smart phones
12:50 pm – 1:05 pm + 5min Q&A
Alessia Amelio and Gian Piero Zarri, A knowledge representation framework for managing Leonardo Da Vinci’s Mona Lisa: case study of the hidden painting
1:10 pm – 1:20 pm
Closing