From Impressionism to Expressionism: Automatically Identifying Van Gogh's Paintings

dataset

posted on 2016-08-26, 20:19 authored by Guilherme FolegoGuilherme Folego, Otavio Gomes, Anderson Rocha

This is the dataset VGDB-2016 built for the paper "From Impressionism to Expressionism: Automatically Identifying Van Gogh's Paintings", which has been published on the 23rd IEEE International Conference on Image Processing (ICIP 2016).

The paper is available at IEEE Xplore:

https://dx.doi.org/10.1109/icip.2016.7532335

The source code is available at GitHub:

https://github.com/gfolego/vangogh

Corresponding author:

Anderson Rocha (anderson.rocha@ic.unicamp.br)

If you find this work useful in your research, please cite the paper! :-)

@InProceedings{folego2016vangogh,

author = {Guilherme Folego and Otavio Gomes and Anderson Rocha},

booktitle = {2016 IEEE International Conference on Image Processing (ICIP)},

title = {From Impressionism to Expressionism: Automatically Identifying Van Gogh's Paintings},

year = {2016},

month = {Sept},

pages = {141--145},

keywords = {Art;Feature extraction;Painting;Support vector machines;Testing;Training;Visualization;CNN-based authorship attribution;Painter attribution;Data-driven painting characterization},

doi = {10.1109/icip.2016.7532335}

}

From Impressionism to Expressionism: Automatically Identifying Van Gogh's Paintings

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