Program

Detailed program

Half Day - 11 Jan (ICPR Day 2) - 12:00-16:00 CET

12:00-12:10: Opening Welcome (slides)

12:10-12:50: Invited Talk

• "Machine and Deep Learning Methods for Semantic Segmentation of 3D Heritage Data" - Fabio Remondino (slides)

12:50-13:10: Break

13:10-14:00: Understanding Art

• "A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings" - Giovanna Castellano & Gennaro Vessio (slides)

• "Iconographic Image Captioning for Artworks" - Eva Cetinic (slides)

• "Semantic Analysis of Cultural Heritage Data: Aligning Paintings and Descriptions in Art-Historic Collections" - Nitisha Jain, Christian Bartz, Tobias Bredow, Emanuel Metzenthin, Jona Otholt & Ralf Krestel (slides)

• "Insights from a Large-Scale Database of Material Depictions in Paintings" - Hubert Lin, Mitchell Van Zuijlen, Maarten W.A. Wijntjes, Sylvia C. Pont & Kavita Bala (slides)

• "An Analysis of the Transfer Learning of Convolutional Neural Networks for Artistic Images" - Nicolas Gonthier, Yann Gousseau & Saïd Ladjal (slides)

14:00-14:15: Break

14:15-14:55: Perceiving Art

• "Color Space Exploration of Paintings Using a Novel Probabilistic Divergence" - Shounak Roychowdhury (slides)

• "Identifying Centres of Interest in Paintings Using Alignment and Edge Detection: Case Studies on Works by Luc Tuymans" - Sinem Aslan & Luc Steels (slides)

• "Handwriting Classification for the Analysis of Art-Historical Documents" - Christian Bartz, Hendrik Rätz & Christoph Meinel (slides)

• "Attention-based Multi-modal Emotion Recognition from Art" - Tsegaye Misikir Tashu & Tomas Horvath (slides)

14:55-15:10: Break

15:10-16:00: Restoring & Preserving Art

• "Machines Learning for Mixed Reality: The Milan's Cathedral from Survey to Holograms" - Simone Teruggi & Francesco Fassi (slides)

• "From Fully Supervised to Blind Digital Anastylosis on DAFNE dataset" - Paola Barra, Silvio Barra & Fabio Narducci (slides)

• "Restoration and Enhancement of Historical Stereo Photos Through Optical Flow" - Marco Fanfani, Carlo Colombo & Fabio Bellavia (slides)

• "Automatic Chain Line Segmentation in Historical Prints" - Meike Biendl, Aline Sindel, Thomas Klinke, Andreas Maier & Vincent Christlein (slides)

• "Documenting the State of Preservation of Historical Stone Sculptures in Three Dimensions with Digital Tools" - Efstathios Adamopoulos & Fulvio Rinaudo (slides)