VIPERC 2022
Visual Pattern Extraction and Recognition for Cultural Heritage Understanding 2022

Table of Contents

• Preface
  Summary: There were 14 papers submitted for peer-review to this conference. Out of these, 11 papers were accepted for this volume, 10 as regular papers and 1 as short paper.

Session 1: Applications of Machine Learning and Deep Learning to the Cultural Heritage

• Abjad numerals recognition in medieval arabic mathematical texts
  Hadj Mohammed Djamel, Nacéra Bensaou
• Ancient coin classification based on recent trends of deep learning
  Sehrish Manzoor, Nouman Ali, Muhammad Raees, Khan Awais Khan, Muhammad Usama Ayub, Afzal Ahmed
• A shallow neural net with model-based learning for the virtual restoration of recto-verso manuscripts
  Pasquale Savino, Anna Tonazzini
• Cultural heritage image classification using transfer learning for feature extraction: a comparison
  Radmila Janković Babić
• Empirical performance analysis of classification methods on cultural heritage database
  Israr Ur Rehman, Zulfiqar Ali, Zahoor Jan, Muhammad Rashid, Waqar Ali
• Searching for cultural relationships through deep learning models
  Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti, Gustavo Marfia

Session 2: Modelling and Human-Computer Interaction in the Cultural Heritage

• Exploring digital tourism application for medieval period reconstruction
  Belma Ramić-Brkić, Marijana Ćosović
• Application of the digital twin concept in cultural heritage
  Marijana Ćosović, Mirjana Maksimović
• BIM-FM integrated solution resourcing to digital techniques
  Raquel Matos, Hugo Rodrigues, Aníbal Costa, Fernanda Rodrigues
• Usability impact of adaptive culture in smart phones (short paper)
  Hafiz Abdul Basit Muhammad, Khalid Hamid, Muhammad Waseem Iqbal, Syed Khurram Shahzad, Farrukh Muneem, Muammad Shaheryar
• A knowledge representation framework for managing Leonardo Da Vinci's Mona Lisa: case study of the hidden painting
  Alessia Amelio, Gian Piero Zarri