Automatic Image Annotation using Deep Learning Representations

  title={Automatic Image Annotation using Deep Learning Representations},
  author={Venkatesh N. Murthy and Subhransu Maji and R. Manmatha},
We propose simple and effective models for the image annotation that make use of Convolutional Neural Network (CNN) features extracted from an image and word embedding vectors to represent their associated tags. Our first set of models is based on the Canonical Correlation Analysis (CCA) framework that helps in modeling both views - visual features (CNN… CONTINUE READING

1 Figure or Table



Citations per Year

Citation Velocity: 19

Averaging 19 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.