vgdb_2016.zip (5.32 GB)
From Impressionism to Expressionism: Automatically Identifying Van Gogh's Paintings
Version 2 2016-08-26, 20:19
Version 1 2016-08-22, 18:26
dataset
posted on 2016-08-26, 20:19 authored by Guilherme FolegoGuilherme Folego, Otavio Gomes, Anderson RochaThis 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}
}
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Painter attributionCNN-based authorship attributionData-driven painting characterizationDatasetVincent van GoghIEEE International Conference on Image ProcessingInformation Forensics and SecurityVGDB-2016Artificial Intelligence and Image ProcessingImage ProcessingComputer VisionInformation SystemsComputer Software
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