Automatic Analysis of Artistic Paintings using Information-based Measures
Overview

Resources

Supplementary Material To The Article.

Average Complexity

Average complexity of each author for different levels of quantization in paintings.

Combining NC and HDC

Combining the NC with the roughness exponent of HDC function

Complexity Fingerprint

Fingerprint of the authors' complexity.

Phylogenetic Tree

Phylogenetic tree of Relationship between authors' fingerprints.

Research Pipeline

Description of the Exposed work

Average Complexity

Average values of Normalized Compression (NC) and Normalized Block Decomposition method (NBDM) for each author when images were quantitized for 4, 6 and 8 bits.

Combining NC and HDC

Combining the NC with the roughness exponent of HDC function α

Complexity Fingerprint

Compute regional NC (64 Regions) for each of the paintings. Afterwards, compute for each author their average regional complexity.

Albrecht Dürer
Amedeo Modigliani
Andrea Mantegna
Andy Warhol
Arshile Gorky
Camille Corot
Caravaggio
Caspar David Friedrich
Claude Lorrain
Claude Monet
Dante Gabriel Rossetti
David Hockney
Diego Velázquez
Edgar Degas
Édouard Manet
Edvard Munch
Edward Hopper
Egon Schiele
El Lissitzky
Eugène Delacroix
Fernand Léger
Fra Angelico
Francis Bacon
Francisco Goya
Francisco de Zurbarán
Frans Hals
Franz Marc
Frederic Edwin Church
Frida Kahlo
Artemisia Gentileschi
Georges Braque
Georges de La Tour
Georges Seurat
Georgia O'Keeffe
Gerhard Richter
Giorgio de Chirico
Giorgione
Giotto di Bondone
Gustav Klimt
Gustave Courbet
Gustave Moreau
Hans Holbein the Younger
Hans Memling
Henri Matisse
Hieronymus Bosch
Jackson Pollock
Jacques-Louis David
James Ensor
James Abbott McNeill Whistler
Jan van Eyck
Jan Vermeer
Jasper Johns
Jean-François Millet
Jean-Antoine Watteau
Jean Auguste Dominique Ingres
Jean-Michel Basquiat
Joachim Patinir
Joan Miró
John Constable
J. M. W. Turner
Kazimir Malevich
Lucio Fontana
Marc Chagall
Mark Rothko
Max Ernst
Nicolas Poussin
Paul Cézanne
Paul Gauguin
Paul Klee
Peter Paul Rubens
Pablo Picasso
Pierre-Auguste Renoir
Piet Mondrian
Pieter Bruegel the Elder
Raphael
Rembrandt
René Magritte
Rogier van der Weyden
Roy Lichtenstein
Salvador Dalí
Sandro Botticelli
Théodore Géricault
Tintoretto
Titian
Umberto Boccioni
Vincent van Gogh
Wassily Kandinsky
Willem de Kooning
William Blake
William Hogarth
Winslow Homer

Artists Phylogenetic Tree

Phylogenetic tree of Relationship between authors' complexity fingerprints using UPGMA Algorithm.

Phylogenetic tree of Relationship between authors' complexity fingerprints using Kruskal minimum spanning tree Algorithm.

Research Team

Researchers involved in this project.

Jorge Miguel Silva

PhD Student

Diogo Pratas

Researcher

Rui Antunes

PhD Student

Sérgio Matos

Assistant Professor

Armando J. Pinho

Associate Professor

Code of The Project

Funding

This work was funded by National Funds through the FCT in the context of the project UID/CEC/00127/2019 and the research grant SFRH/BD/141851/2018. D.P. is funded by national funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the Scientific Employment Stimulus - Institutional Call - CI-CTTI-94-ARH/2019.

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