Master 2021 2022
PIMA


Is it possible to recognize a painting of Paul Cézanne from other famous painters more or less inspired by him ?



encadrant : Henri Maître (henri.maitre@telecom-paris.fr)



Description
Is it possible to recognize a painting of Paul Cézanne from other famous painters more or less inspired by him ?
We propose to exploit a database of 65 paintings from Paul Cézanne and a data base of 75 painting from other painters of the 19th and 20th centuries to train a classification software able to recognize any painting of Cézanne.
We suggest to exploit features obtained by image processing dealing with : colors, textures, contours, areas or composition. Any classification technique is available from Bayes to Neural Nets. A bootstrapping litterature is proposed but should be extended and discussed.
The method will be ultimately tested on a small set of paintings which are not in the database.
Data and documentation are available (see below)
Image data base (2 directories : 1 for cezanne 1 for the other painters : https://partage.imt.fr/index.php/s/...
Bootstraping papers : https://partage.imt.fr/index.php/s/...



the complete data (data base + papers) in a compressed mode https://partage.imt.fr/index.php/s/...