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

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 ([e-mail]) 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}}本数据集为VGDB-2016，专为论文《从印象主义到表现主义：自动识别梵高画作》构建，该论文已发表于2016年第23届IEEE国际图像处理会议（International Conference on Image Processing，ICIP 2016）。该论文可于IEEE Xplore平台获取：https://dx.doi.org/10.1109/icip.2016.7532335。源代码托管于GitHub：https://github.com/gfolego/vangogh。通讯作者为安德森·罗查（Anderson Rocha），联系邮箱为[e-mail]。若本工作对您的研究有所助益，请引用该论文！ :-) @InProceedings{folego2016vangogh, author = {吉列尔梅·福莱戈（Guilherme Folego）、奥塔维奥·戈麦斯（Otavio Gomes）与安德森·罗查（Anderson Rocha）}, booktitle = {2016年IEEE国际图像处理会议（ICIP 2016)}, title = {从印象主义到表现主义：自动识别梵高画作}, year = {2016}, month = {9月}, pages = {141--145}, keywords = {艺术；特征提取；绘画；支持向量机；测试；训练；可视化；基于卷积神经网络（Convolutional Neural Network, CNN）的作者归属；画家归属；数据驱动的绘画特征刻画}, doi = {10.1109/icip.2016.7532335}