In Search of Art

  title={In Search of Art},
  author={Elliot Crowley and Andrew Zisserman},
  booktitle={ECCV Workshops},
The objective of this work is to find objects in paintings by learning object-category classifiers from available sources of natural images. Finding such objects is of much benefit to the art history community as well as being a challenging problem in large-scale retrieval and domain adaptation. We make the following contributions: (i) we show that object classifiers, learnt using Convolutional Neural Networks (CNNs) features computed from various natural image sources, can retrieve paintings… CONTINUE READING
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